Face Generation

In this project, you'll use generative adversarial networks to generate new images of faces.

Get the Data

You'll be using two datasets in this project:

  • MNIST
  • CelebA

Since the celebA dataset is complex and you're doing GANs in a project for the first time, we want you to test your neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.

If you're using FloydHub, set data_dir to "/input" and use the FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".

In [1]:
data_dir = './data'

# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
#data_dir = '/input'


"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper

helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data
Found celeba Data

Explore the Data

MNIST

As you're aware, the MNIST dataset contains images of handwritten digits. You can view the first number of examples by changing show_n_images.

In [2]:
show_n_images = 25

"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot

mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
Out[2]:
<matplotlib.image.AxesImage at 0x7f7e1f933668>

CelebA

The CelebFaces Attributes Dataset (CelebA) dataset contains over 200,000 celebrity images with annotations. Since you're going to be generating faces, you won't need the annotations. You can view the first number of examples by changing show_n_images.

In [3]:
show_n_images = 25

"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
Out[3]:
<matplotlib.image.AxesImage at 0x7f7e1f816710>

Preprocess the Data

Since the project's main focus is on building the GANs, we'll preprocess the data for you. The values of the MNIST and CelebA dataset will be in the range of -0.5 to 0.5 of 28x28 dimensional images. The CelebA images will be cropped to remove parts of the image that don't include a face, then resized down to 28x28.

The MNIST images are black and white images with a single color channel while the CelebA images have 3 color channels (RGB color channel).

Build the Neural Network

You'll build the components necessary to build a GANs by implementing the following functions below:

  • model_inputs
  • discriminator
  • generator
  • model_loss
  • model_opt
  • train

Check the Version of TensorFlow and Access to GPU

This will check to make sure you have the correct version of TensorFlow and access to a GPU

In [4]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf

# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer.  You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))

# Check for a GPU
if not tf.test.gpu_device_name():
    warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
    print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.1.0
Default GPU Device: /gpu:0

Input

Implement the model_inputs function to create TF Placeholders for the Neural Network. It should create the following placeholders:

  • Real input images placeholder with rank 4 using image_width, image_height, and image_channels.
  • Z input placeholder with rank 2 using z_dim.
  • Learning rate placeholder with rank 0.

Return the placeholders in the following the tuple (tensor of real input images, tensor of z data)

In [5]:
import problem_unittests as tests

def model_inputs(image_width, image_height, image_channels, z_dim):
    """
    Create the model inputs
    :param image_width: The input image width
    :param image_height: The input image height
    :param image_channels: The number of image channels
    :param z_dim: The dimension of Z
    :return: Tuple of (tensor of real input images, tensor of z data, learning rate)
    """
    # TODO: Implement Function
    input_real = tf.placeholder(tf.float32, 
                                shape=(None, image_width, image_height, image_channels),
                                name='input_real')
    inputs_z = tf.placeholder(tf.float32, (None, z_dim), name='input_z')
    learning_rate = tf.placeholder(tf.float32, name='learning_rate')

    return input_real, inputs_z, learning_rate


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed

Discriminator

Implement discriminator to create a discriminator neural network that discriminates on images. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "discriminator" to allow the variables to be reused. The function should return a tuple of (tensor output of the discriminator, tensor logits of the discriminator).

In [6]:
alpha = 0.2
def leaky_relu(x):
    return tf.maximum(alpha*x,x)
In [7]:
def discriminator(images, reuse=False):
    """
    Create the discriminator network
    :param images: Tensor of input image(s)
    :param reuse: Boolean if the weights should be reused
    :return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
    """
    # TODO: Implement Function
    with tf.variable_scope('discriminator', reuse=reuse):
        conv_layer1 = tf.layers.conv2d(images, 64, 5, strides=2, padding='same')
        relu1 = leaky_relu(conv_layer1)
        
        conv_layer2 = tf.layers.conv2d(conv_layer1, 128, 5, strides=2, padding='same')
        conv_layer2 = tf.layers.batch_normalization(conv_layer2, training=True)
        relu2 = leaky_relu(conv_layer2)
        
        conv_layer3 = tf.layers.conv2d(conv_layer2, 256, 5, strides=2, padding='same')
        conv_layer3 = tf.layers.batch_normalization(conv_layer3, training=True)
        relu3 = leaky_relu(conv_layer3)
        
        conv_layer4 = tf.layers.conv2d(conv_layer3, 512, 5, strides=2, padding='same')
        conv_layer4 = tf.layers.batch_normalization(conv_layer4)
        relu4 = leaky_relu(conv_layer4)
        
        #Flat
        flat = tf.reshape(relu3, (-1, 4*4*256))
        
        #Logits
        logits = tf.layers.dense(flat, 1)
        out = tf.sigmoid(logits)

    return out, logits


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_discriminator(discriminator, tf)
Tests Passed

Generator

Implement generator to generate an image using z. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "generator" to allow the variables to be reused. The function should return the generated 28 x 28 x out_channel_dim images.

In [8]:
def generator(z, out_channel_dim, is_train=True):
    """
    Create the generator network
    :param z: Input z
    :param out_channel_dim: The number of channels in the output image
    :param is_train: Boolean if generator is being used for training
    :return: The tensor output of the generator
    """
    # TODO: Implement Function
    with tf.variable_scope('generator', reuse=False if is_train==True else True):
        #Fully connected layer
        fully_conn = tf.layers.dense(z, 7*7*512)
        fully_conn = tf.reshape(fully_conn, (-1,7,7,512))
        fully_conn = tf.layers.batch_normalization(fully_conn, training=is_train)
        fully_conn = leaky_relu(fully_conn)
        # 7x7x512

        #Convolutions
        conv_layer1 = tf.layers.conv2d_transpose(fully_conn, 256, 3, strides=2, padding='same')
        conv_layer1 = tf.layers.batch_normalization(conv_layer1, training=is_train)
        conv_layer1 = leaky_relu(conv_layer1)
        # 14x14x256

        conv_layer2 = tf.layers.conv2d_transpose(conv_layer1, 128, 3, strides=1, padding='same')
        conv_layer2 = tf.layers.batch_normalization(conv_layer2, training=is_train)
        conv_layer2 = leaky_relu(conv_layer2)
        # 14x14x128

        conv_layer3 = tf.layers.conv2d_transpose(conv_layer2, 64, 3, strides=2, padding='same')
        conv_layer3 = tf.layers.batch_normalization(conv_layer3, training=is_train)
        conv_layer3 = leaky_relu(conv_layer3)
        # 28x28x64   

        # Output layer
        logits = tf.layers.conv2d_transpose(conv_layer3, out_channel_dim, 3, strides=1, padding='same')
        # 28x28xout_dim 

        gen_out = tf.tanh(logits)

    return gen_out


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_generator(generator, tf)
Tests Passed

Loss

Implement model_loss to build the GANs for training and calculate the loss. The function should return a tuple of (discriminator loss, generator loss). Use the following functions you implemented:

  • discriminator(images, reuse=False)
  • generator(z, out_channel_dim, is_train=True)
In [9]:
def model_loss(input_real, input_z, out_channel_dim):
    """
    Get the loss for the discriminator and generator
    :param input_real: Images from the real dataset
    :param input_z: Z input
    :param out_channel_dim: The number of channels in the output image
    :return: A tuple of (discriminator loss, generator loss)
    """
    # TODO: Implement Function
    # Label smoothing 
    smooth = 0.1
    
    g_model = generator(input_z, out_channel_dim, is_train=True)
    d_model_real, d_logits_real = discriminator(input_real, reuse=False)
    d_model_fake, d_logits_fake = discriminator(g_model, reuse=True)
    
    d_loss_real = tf.reduce_mean(
        tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_real,
                                                labels=(tf.ones_like(d_model_real)*(1-smooth)) ))
    
    d_loss_fake = tf.reduce_mean(
        tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake,
                                                labels=tf.zeros_like(d_model_fake)))

    dicriminator_loss = d_loss_real + d_loss_fake
    
    g_loss = tf.reduce_mean(
        tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.ones_like(d_model_fake)))

    
    return dicriminator_loss, g_loss


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_loss(model_loss)
Tests Passed

Optimization

Implement model_opt to create the optimization operations for the GANs. Use tf.trainable_variables to get all the trainable variables. Filter the variables with names that are in the discriminator and generator scope names. The function should return a tuple of (discriminator training operation, generator training operation).

In [10]:
def model_opt(d_loss, g_loss, learning_rate, beta1):
    """
    Get optimization operations
    :param d_loss: Discriminator loss Tensor
    :param g_loss: Generator loss Tensor
    :param learning_rate: Learning Rate Placeholder
    :param beta1: The exponential decay rate for the 1st moment in the optimizer
    :return: A tuple of (discriminator training operation, generator training operation)
    """
    # TODO: Implement Function
    # Get weights and bias to update
    t_vars = tf.trainable_variables()
    d_vars = [var for var in t_vars if var.name.startswith('discriminator')]
    g_vars = [var for var in t_vars if var.name.startswith('generator')]

    # Optimize
    with tf.control_dependencies(tf.get_collection(tf.GraphKeys.UPDATE_OPS)):
        d_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
        g_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(g_loss, var_list=g_vars)
    
    return d_train_opt, g_train_opt


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_opt(model_opt, tf)
Tests Passed

Neural Network Training

Show Output

Use this function to show the current output of the generator during training. It will help you determine how well the GANs is training.

In [11]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np

def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
    """
    Show example output for the generator
    :param sess: TensorFlow session
    :param n_images: Number of Images to display
    :param input_z: Input Z Tensor
    :param out_channel_dim: The number of channels in the output image
    :param image_mode: The mode to use for images ("RGB" or "L")
    """
    cmap = None if image_mode == 'RGB' else 'gray'
    z_dim = input_z.get_shape().as_list()[-1]
    example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])

    samples = sess.run(
        generator(input_z, out_channel_dim, False),
        feed_dict={input_z: example_z})

    images_grid = helper.images_square_grid(samples, image_mode)
    pyplot.imshow(images_grid, cmap=cmap)
    pyplot.show()

Train

Implement train to build and train the GANs. Use the following functions you implemented:

  • model_inputs(image_width, image_height, image_channels, z_dim)
  • model_loss(input_real, input_z, out_channel_dim)
  • model_opt(d_loss, g_loss, learning_rate, beta1)

Use the show_generator_output to show generator output while you train. Running show_generator_output for every batch will drastically increase training time and increase the size of the notebook. It's recommended to print the generator output every 100 batches.

In [12]:
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
    """
    Train the GAN
    :param epoch_count: Number of epochs
    :param batch_size: Batch Size
    :param z_dim: Z dimension
    :param learning_rate: Learning Rate
    :param beta1: The exponential decay rate for the 1st moment in the optimizer
    :param get_batches: Function to get batches
    :param data_shape: Shape of the data
    :param data_image_mode: The image mode to use for images ("RGB" or "L")
    """
    # TODO: Build Model
    print("Shape:", data_shape)
    print("Learning rate:", learning_rate)
    img_width = data_shape[1]
    img_height = data_shape[2]
    img_channels = data_shape[3]
    
    # Init GAN
    input_real, input_z, lr = model_inputs(img_width, img_height, img_channels, z_dim)
    print(input_real)
    print(input_z)
    d_loss, g_loss = model_loss(input_real, input_z, img_channels)
    d_opt, g_opt = model_opt(d_loss, g_loss, learning_rate, beta1)
    
    # Train
    steps = 0
    saver = tf.train.Saver()    
    with tf.Session() as sess:
        sess.run(tf.global_variables_initializer())
        for epoch_i in range(epoch_count):
            for batch_images in get_batches(batch_size):
                # TODO: Train Model
                steps += 1
                
                #adjust the range
                batch_images *= 2
                
                batch_z = np.random.uniform(-1,1, size=(batch_size, z_dim))
                
                _ = sess.run(d_opt, feed_dict={input_real: batch_images, input_z: batch_z, lr: learning_rate})
                _ = sess.run(g_opt, feed_dict={input_real: batch_images, input_z: batch_z, lr: learning_rate})
                
                if steps % 5 == 0:
                    d_loss_train = d_loss.eval({input_z: batch_z, input_real: batch_images})
                    g_loss_train = g_loss.eval({input_z: batch_z})
                    
                    print("Epoch {}/{}...".format(epoch_i+1, epoch_count),
                         "Discriminator Loss: {:.4f}...".format(d_loss_train),
                         "Generator Loss: {:.4f}".format(g_loss_train))
                    
                if steps % 100 == 0:
                    show_generator_output(sess, 25, input_z, img_channels, data_image_mode)
                    
                
                

MNIST

Test your GANs architecture on MNIST. After 2 epochs, the GANs should be able to generate images that look like handwritten digits. Make sure the loss of the generator is lower than the loss of the discriminator or close to 0.

In [13]:
batch_size = 64
z_dim = 100
learning_rate = 0.0002
beta1 = 0.5
alpha = 0.2

tf.reset_default_graph()
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 3

mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))

with tf.Graph().as_default():
    train(epochs, batch_size, z_dim, learning_rate, beta1, mnist_dataset.get_batches,
          mnist_dataset.shape, mnist_dataset.image_mode)
Shape: (60000, 28, 28, 1)
Learning rate: 0.0002
Tensor("input_real:0", shape=(?, 28, 28, 1), dtype=float32)
Tensor("input_z:0", shape=(?, 100), dtype=float32)
Epoch 1/3... Discriminator Loss: 6.0822... Generator Loss: 0.0037
Epoch 1/3... Discriminator Loss: 6.0905... Generator Loss: 0.0052
Epoch 1/3... Discriminator Loss: 5.1466... Generator Loss: 0.0116
Epoch 1/3... Discriminator Loss: 0.5219... Generator Loss: 2.2454
Epoch 1/3... Discriminator Loss: 4.3805... Generator Loss: 0.0237
Epoch 1/3... Discriminator Loss: 0.3559... Generator Loss: 6.9227
Epoch 1/3... Discriminator Loss: 0.3841... Generator Loss: 3.4970
Epoch 1/3... Discriminator Loss: 0.3621... Generator Loss: 4.0656
Epoch 1/3... Discriminator Loss: 0.3437... Generator Loss: 11.4582
Epoch 1/3... Discriminator Loss: 0.4163... Generator Loss: 2.7562
Epoch 1/3... Discriminator Loss: 0.3992... Generator Loss: 2.8926
Epoch 1/3... Discriminator Loss: 0.5545... Generator Loss: 5.6646
Epoch 1/3... Discriminator Loss: 0.4015... Generator Loss: 3.3633
Epoch 1/3... Discriminator Loss: 1.4801... Generator Loss: 0.4955
Epoch 1/3... Discriminator Loss: 0.5072... Generator Loss: 4.3923
Epoch 1/3... Discriminator Loss: 0.3537... Generator Loss: 6.2240
Epoch 1/3... Discriminator Loss: 1.8052... Generator Loss: 0.5104
Epoch 1/3... Discriminator Loss: 0.7781... Generator Loss: 1.2836
Epoch 1/3... Discriminator Loss: 0.8335... Generator Loss: 1.2480
Epoch 1/3... Discriminator Loss: 0.5785... Generator Loss: 2.1525
Epoch 1/3... Discriminator Loss: 0.9029... Generator Loss: 1.0882
Epoch 1/3... Discriminator Loss: 0.9764... Generator Loss: 1.2225
Epoch 1/3... Discriminator Loss: 0.8071... Generator Loss: 1.2214
Epoch 1/3... Discriminator Loss: 0.6930... Generator Loss: 1.4470
Epoch 1/3... Discriminator Loss: 1.1244... Generator Loss: 0.9557
Epoch 1/3... Discriminator Loss: 0.8019... Generator Loss: 1.5602
Epoch 1/3... Discriminator Loss: 1.9883... Generator Loss: 0.3920
Epoch 1/3... Discriminator Loss: 1.0820... Generator Loss: 1.1834
Epoch 1/3... Discriminator Loss: 1.7256... Generator Loss: 0.3621
Epoch 1/3... Discriminator Loss: 1.9771... Generator Loss: 0.5938
Epoch 1/3... Discriminator Loss: 1.2074... Generator Loss: 0.8041
Epoch 1/3... Discriminator Loss: 1.4878... Generator Loss: 1.7054
Epoch 1/3... Discriminator Loss: 1.2966... Generator Loss: 0.8153
Epoch 1/3... Discriminator Loss: 1.3762... Generator Loss: 0.6862
Epoch 1/3... Discriminator Loss: 1.0592... Generator Loss: 1.0182
Epoch 1/3... Discriminator Loss: 1.5238... Generator Loss: 0.7505
Epoch 1/3... Discriminator Loss: 1.0842... Generator Loss: 1.2125
Epoch 1/3... Discriminator Loss: 1.5017... Generator Loss: 1.6108
Epoch 1/3... Discriminator Loss: 1.3837... Generator Loss: 1.0999
Epoch 1/3... Discriminator Loss: 1.2163... Generator Loss: 0.9069
Epoch 1/3... Discriminator Loss: 1.3221... Generator Loss: 0.9221
Epoch 1/3... Discriminator Loss: 1.4342... Generator Loss: 1.1022
Epoch 1/3... Discriminator Loss: 1.5856... Generator Loss: 0.5897
Epoch 1/3... Discriminator Loss: 1.4770... Generator Loss: 0.6105
Epoch 1/3... Discriminator Loss: 1.5221... Generator Loss: 0.5760
Epoch 1/3... Discriminator Loss: 1.3557... Generator Loss: 0.7356
Epoch 1/3... Discriminator Loss: 1.3648... Generator Loss: 0.8210
Epoch 1/3... Discriminator Loss: 1.2522... Generator Loss: 0.9171
Epoch 1/3... Discriminator Loss: 1.2526... Generator Loss: 0.8441
Epoch 1/3... Discriminator Loss: 1.3756... Generator Loss: 1.0233
Epoch 1/3... Discriminator Loss: 1.3939... Generator Loss: 0.9968
Epoch 1/3... Discriminator Loss: 1.4352... Generator Loss: 0.5685
Epoch 1/3... Discriminator Loss: 1.4148... Generator Loss: 0.8142
Epoch 1/3... Discriminator Loss: 1.3421... Generator Loss: 0.7412
Epoch 1/3... Discriminator Loss: 1.3516... Generator Loss: 1.0129
Epoch 1/3... Discriminator Loss: 1.2855... Generator Loss: 0.7629
Epoch 1/3... Discriminator Loss: 1.4498... Generator Loss: 0.6590
Epoch 1/3... Discriminator Loss: 1.2493... Generator Loss: 1.0339
Epoch 1/3... Discriminator Loss: 1.3799... Generator Loss: 0.8189
Epoch 1/3... Discriminator Loss: 1.3674... Generator Loss: 0.6274
Epoch 1/3... Discriminator Loss: 1.3991... Generator Loss: 0.6765
Epoch 1/3... Discriminator Loss: 1.2828... Generator Loss: 0.7801
Epoch 1/3... Discriminator Loss: 1.3470... Generator Loss: 0.7214
Epoch 1/3... Discriminator Loss: 1.3541... Generator Loss: 0.7674
Epoch 1/3... Discriminator Loss: 1.2457... Generator Loss: 0.8534
Epoch 1/3... Discriminator Loss: 1.4048... Generator Loss: 0.7517
Epoch 1/3... Discriminator Loss: 1.2894... Generator Loss: 0.7389
Epoch 1/3... Discriminator Loss: 1.3642... Generator Loss: 0.6967
Epoch 1/3... Discriminator Loss: 1.3444... Generator Loss: 0.9521
Epoch 1/3... Discriminator Loss: 1.3199... Generator Loss: 1.0001
Epoch 1/3... Discriminator Loss: 1.3911... Generator Loss: 0.7341
Epoch 1/3... Discriminator Loss: 1.3649... Generator Loss: 0.6568
Epoch 1/3... Discriminator Loss: 1.3327... Generator Loss: 0.8253
Epoch 1/3... Discriminator Loss: 1.3335... Generator Loss: 0.7805
Epoch 1/3... Discriminator Loss: 1.2180... Generator Loss: 0.9954
Epoch 1/3... Discriminator Loss: 1.3825... Generator Loss: 0.8383
Epoch 1/3... Discriminator Loss: 1.3432... Generator Loss: 0.6755
Epoch 1/3... Discriminator Loss: 1.2837... Generator Loss: 0.8964
Epoch 1/3... Discriminator Loss: 1.2621... Generator Loss: 1.0894
Epoch 1/3... Discriminator Loss: 1.2883... Generator Loss: 0.9690
Epoch 1/3... Discriminator Loss: 1.2802... Generator Loss: 0.7778
Epoch 1/3... Discriminator Loss: 1.3586... Generator Loss: 0.7886
Epoch 1/3... Discriminator Loss: 1.2202... Generator Loss: 0.7653
Epoch 1/3... Discriminator Loss: 1.1832... Generator Loss: 0.9075
Epoch 1/3... Discriminator Loss: 1.2226... Generator Loss: 0.8506
Epoch 1/3... Discriminator Loss: 1.2669... Generator Loss: 0.9455
Epoch 1/3... Discriminator Loss: 1.2384... Generator Loss: 1.0066
Epoch 1/3... Discriminator Loss: 1.2742... Generator Loss: 0.7807
Epoch 1/3... Discriminator Loss: 1.2439... Generator Loss: 0.9864
Epoch 1/3... Discriminator Loss: 1.2070... Generator Loss: 0.9361
Epoch 1/3... Discriminator Loss: 1.2198... Generator Loss: 0.8669
Epoch 1/3... Discriminator Loss: 1.2914... Generator Loss: 0.7406
Epoch 1/3... Discriminator Loss: 1.2565... Generator Loss: 0.9403
Epoch 1/3... Discriminator Loss: 1.2308... Generator Loss: 0.8802
Epoch 1/3... Discriminator Loss: 1.1822... Generator Loss: 0.9247
Epoch 1/3... Discriminator Loss: 1.1953... Generator Loss: 0.8113
Epoch 1/3... Discriminator Loss: 1.2065... Generator Loss: 0.9724
Epoch 1/3... Discriminator Loss: 1.1724... Generator Loss: 0.9989
Epoch 1/3... Discriminator Loss: 1.1676... Generator Loss: 1.0549
Epoch 1/3... Discriminator Loss: 1.2644... Generator Loss: 0.7621
Epoch 1/3... Discriminator Loss: 1.2704... Generator Loss: 0.8454
Epoch 1/3... Discriminator Loss: 1.1862... Generator Loss: 0.9737
Epoch 1/3... Discriminator Loss: 1.1935... Generator Loss: 0.9377
Epoch 1/3... Discriminator Loss: 1.1496... Generator Loss: 1.0704
Epoch 1/3... Discriminator Loss: 1.2642... Generator Loss: 1.1472
Epoch 1/3... Discriminator Loss: 1.1790... Generator Loss: 0.8943
Epoch 1/3... Discriminator Loss: 1.2441... Generator Loss: 0.9227
Epoch 1/3... Discriminator Loss: 1.1837... Generator Loss: 0.9019
Epoch 1/3... Discriminator Loss: 1.1124... Generator Loss: 1.0181
Epoch 1/3... Discriminator Loss: 1.1796... Generator Loss: 1.1385
Epoch 1/3... Discriminator Loss: 1.1935... Generator Loss: 1.0121
Epoch 1/3... Discriminator Loss: 1.1597... Generator Loss: 1.2439
Epoch 1/3... Discriminator Loss: 1.1815... Generator Loss: 1.0395
Epoch 1/3... Discriminator Loss: 1.2423... Generator Loss: 1.0711
Epoch 1/3... Discriminator Loss: 1.2568... Generator Loss: 0.8193
Epoch 1/3... Discriminator Loss: 1.1942... Generator Loss: 0.9573
Epoch 1/3... Discriminator Loss: 1.1760... Generator Loss: 0.8863
Epoch 1/3... Discriminator Loss: 1.1000... Generator Loss: 1.0335
Epoch 1/3... Discriminator Loss: 1.2177... Generator Loss: 0.9247
Epoch 1/3... Discriminator Loss: 1.1380... Generator Loss: 0.9031
Epoch 1/3... Discriminator Loss: 1.2888... Generator Loss: 0.8223
Epoch 1/3... Discriminator Loss: 1.2285... Generator Loss: 0.8973
Epoch 1/3... Discriminator Loss: 1.2082... Generator Loss: 1.0183
Epoch 1/3... Discriminator Loss: 1.1684... Generator Loss: 1.0480
Epoch 1/3... Discriminator Loss: 1.1943... Generator Loss: 1.0607
Epoch 1/3... Discriminator Loss: 1.2665... Generator Loss: 0.7175
Epoch 1/3... Discriminator Loss: 1.1552... Generator Loss: 1.2632
Epoch 1/3... Discriminator Loss: 1.1618... Generator Loss: 1.2210
Epoch 1/3... Discriminator Loss: 1.1714... Generator Loss: 0.7840
Epoch 1/3... Discriminator Loss: 1.0893... Generator Loss: 1.0710
Epoch 1/3... Discriminator Loss: 1.2411... Generator Loss: 0.7691
Epoch 1/3... Discriminator Loss: 1.2070... Generator Loss: 0.8297
Epoch 1/3... Discriminator Loss: 1.0703... Generator Loss: 1.0271
Epoch 1/3... Discriminator Loss: 1.1359... Generator Loss: 1.0561
Epoch 1/3... Discriminator Loss: 1.0986... Generator Loss: 0.9710
Epoch 1/3... Discriminator Loss: 1.1564... Generator Loss: 0.9606
Epoch 1/3... Discriminator Loss: 1.1720... Generator Loss: 1.2299
Epoch 1/3... Discriminator Loss: 1.1524... Generator Loss: 1.0919
Epoch 1/3... Discriminator Loss: 1.0923... Generator Loss: 0.9804
Epoch 1/3... Discriminator Loss: 1.1552... Generator Loss: 0.8332
Epoch 1/3... Discriminator Loss: 1.1379... Generator Loss: 1.1651
Epoch 1/3... Discriminator Loss: 1.1446... Generator Loss: 1.0296
Epoch 1/3... Discriminator Loss: 1.0936... Generator Loss: 1.0654
Epoch 1/3... Discriminator Loss: 1.0932... Generator Loss: 1.0345
Epoch 1/3... Discriminator Loss: 1.1241... Generator Loss: 0.9524
Epoch 1/3... Discriminator Loss: 1.1833... Generator Loss: 0.9402
Epoch 1/3... Discriminator Loss: 1.2097... Generator Loss: 0.7752
Epoch 1/3... Discriminator Loss: 1.1157... Generator Loss: 0.8773
Epoch 1/3... Discriminator Loss: 1.1207... Generator Loss: 0.8131
Epoch 1/3... Discriminator Loss: 1.1101... Generator Loss: 0.9801
Epoch 1/3... Discriminator Loss: 1.1219... Generator Loss: 1.0599
Epoch 1/3... Discriminator Loss: 1.1626... Generator Loss: 0.9398
Epoch 1/3... Discriminator Loss: 1.1466... Generator Loss: 0.9743
Epoch 1/3... Discriminator Loss: 1.0873... Generator Loss: 1.0488
Epoch 1/3... Discriminator Loss: 1.1084... Generator Loss: 0.9987
Epoch 1/3... Discriminator Loss: 1.0832... Generator Loss: 1.2452
Epoch 1/3... Discriminator Loss: 1.2150... Generator Loss: 0.9172
Epoch 1/3... Discriminator Loss: 1.1563... Generator Loss: 1.0183
Epoch 1/3... Discriminator Loss: 1.1295... Generator Loss: 0.9767
Epoch 1/3... Discriminator Loss: 1.1890... Generator Loss: 1.1316
Epoch 1/3... Discriminator Loss: 1.1877... Generator Loss: 0.9734
Epoch 1/3... Discriminator Loss: 1.1643... Generator Loss: 0.8495
Epoch 1/3... Discriminator Loss: 1.1053... Generator Loss: 1.0885
Epoch 1/3... Discriminator Loss: 1.1777... Generator Loss: 0.7547
Epoch 1/3... Discriminator Loss: 1.1543... Generator Loss: 0.8011
Epoch 1/3... Discriminator Loss: 1.1937... Generator Loss: 1.0675
Epoch 1/3... Discriminator Loss: 1.2200... Generator Loss: 0.8180
Epoch 1/3... Discriminator Loss: 1.1860... Generator Loss: 1.0418
Epoch 1/3... Discriminator Loss: 1.1639... Generator Loss: 1.1522
Epoch 1/3... Discriminator Loss: 1.1656... Generator Loss: 0.9395
Epoch 1/3... Discriminator Loss: 1.1755... Generator Loss: 1.1045
Epoch 1/3... Discriminator Loss: 1.0976... Generator Loss: 1.0851
Epoch 1/3... Discriminator Loss: 1.1752... Generator Loss: 0.9984
Epoch 1/3... Discriminator Loss: 1.1130... Generator Loss: 0.9913
Epoch 1/3... Discriminator Loss: 1.1541... Generator Loss: 0.8342
Epoch 1/3... Discriminator Loss: 1.1044... Generator Loss: 0.9413
Epoch 1/3... Discriminator Loss: 1.0828... Generator Loss: 1.1198
Epoch 1/3... Discriminator Loss: 1.1000... Generator Loss: 1.0256
Epoch 1/3... Discriminator Loss: 1.1582... Generator Loss: 0.9397
Epoch 1/3... Discriminator Loss: 1.2709... Generator Loss: 0.7134
Epoch 1/3... Discriminator Loss: 1.1046... Generator Loss: 0.9978
Epoch 1/3... Discriminator Loss: 1.1003... Generator Loss: 1.1755
Epoch 1/3... Discriminator Loss: 1.3237... Generator Loss: 0.6796
Epoch 1/3... Discriminator Loss: 1.1230... Generator Loss: 1.0540
Epoch 1/3... Discriminator Loss: 1.1725... Generator Loss: 0.9492
Epoch 1/3... Discriminator Loss: 1.1507... Generator Loss: 1.0714
Epoch 1/3... Discriminator Loss: 1.1849... Generator Loss: 0.9876
Epoch 2/3... Discriminator Loss: 1.1433... Generator Loss: 0.8538
Epoch 2/3... Discriminator Loss: 1.2806... Generator Loss: 0.8714
Epoch 2/3... Discriminator Loss: 1.1948... Generator Loss: 0.9774
Epoch 2/3... Discriminator Loss: 1.2077... Generator Loss: 0.8392
Epoch 2/3... Discriminator Loss: 1.2475... Generator Loss: 1.0571
Epoch 2/3... Discriminator Loss: 1.2476... Generator Loss: 0.9308
Epoch 2/3... Discriminator Loss: 1.1719... Generator Loss: 0.8803
Epoch 2/3... Discriminator Loss: 1.2001... Generator Loss: 0.8998
Epoch 2/3... Discriminator Loss: 1.2071... Generator Loss: 1.0400
Epoch 2/3... Discriminator Loss: 1.2845... Generator Loss: 0.6687
Epoch 2/3... Discriminator Loss: 1.2756... Generator Loss: 0.8020
Epoch 2/3... Discriminator Loss: 1.2493... Generator Loss: 1.1815
Epoch 2/3... Discriminator Loss: 1.1799... Generator Loss: 1.0429
Epoch 2/3... Discriminator Loss: 1.2188... Generator Loss: 1.0002
Epoch 2/3... Discriminator Loss: 1.1815... Generator Loss: 1.1070
Epoch 2/3... Discriminator Loss: 1.2241... Generator Loss: 1.1796
Epoch 2/3... Discriminator Loss: 1.1579... Generator Loss: 1.2061
Epoch 2/3... Discriminator Loss: 1.2456... Generator Loss: 0.9168
Epoch 2/3... Discriminator Loss: 1.1368... Generator Loss: 1.0452
Epoch 2/3... Discriminator Loss: 1.2588... Generator Loss: 1.0708
Epoch 2/3... Discriminator Loss: 1.1549... Generator Loss: 1.1244
Epoch 2/3... Discriminator Loss: 1.1904... Generator Loss: 0.9776
Epoch 2/3... Discriminator Loss: 1.2105... Generator Loss: 0.9200
Epoch 2/3... Discriminator Loss: 1.2008... Generator Loss: 0.7950
Epoch 2/3... Discriminator Loss: 1.2343... Generator Loss: 1.1517
Epoch 2/3... Discriminator Loss: 1.1170... Generator Loss: 1.0392
Epoch 2/3... Discriminator Loss: 1.2469... Generator Loss: 0.8390
Epoch 2/3... Discriminator Loss: 1.3367... Generator Loss: 0.9577
Epoch 2/3... Discriminator Loss: 1.1272... Generator Loss: 1.1449
Epoch 2/3... Discriminator Loss: 1.2601... Generator Loss: 0.7677
Epoch 2/3... Discriminator Loss: 1.2327... Generator Loss: 0.7868
Epoch 2/3... Discriminator Loss: 1.2330... Generator Loss: 0.8995
Epoch 2/3... Discriminator Loss: 1.2679... Generator Loss: 1.0032
Epoch 2/3... Discriminator Loss: 1.2310... Generator Loss: 1.0042
Epoch 2/3... Discriminator Loss: 1.2735... Generator Loss: 0.9530
Epoch 2/3... Discriminator Loss: 1.2620... Generator Loss: 0.8981
Epoch 2/3... Discriminator Loss: 1.1829... Generator Loss: 0.9124
Epoch 2/3... Discriminator Loss: 1.2477... Generator Loss: 0.8741
Epoch 2/3... Discriminator Loss: 1.2405... Generator Loss: 0.8305
Epoch 2/3... Discriminator Loss: 1.2768... Generator Loss: 0.6751
Epoch 2/3... Discriminator Loss: 1.2512... Generator Loss: 0.7250
Epoch 2/3... Discriminator Loss: 1.2036... Generator Loss: 0.7533
Epoch 2/3... Discriminator Loss: 1.2537... Generator Loss: 1.0272
Epoch 2/3... Discriminator Loss: 1.2069... Generator Loss: 0.8876
Epoch 2/3... Discriminator Loss: 1.3035... Generator Loss: 0.7537
Epoch 2/3... Discriminator Loss: 1.1554... Generator Loss: 0.9248
Epoch 2/3... Discriminator Loss: 1.3077... Generator Loss: 0.7248
Epoch 2/3... Discriminator Loss: 1.2285... Generator Loss: 0.8783
Epoch 2/3... Discriminator Loss: 1.2716... Generator Loss: 0.7379
Epoch 2/3... Discriminator Loss: 1.2665... Generator Loss: 1.0252
Epoch 2/3... Discriminator Loss: 1.2645... Generator Loss: 1.0439
Epoch 2/3... Discriminator Loss: 1.3115... Generator Loss: 0.8481
Epoch 2/3... Discriminator Loss: 1.2324... Generator Loss: 1.0633
Epoch 2/3... Discriminator Loss: 1.2049... Generator Loss: 0.9506
Epoch 2/3... Discriminator Loss: 1.3710... Generator Loss: 0.7572
Epoch 2/3... Discriminator Loss: 1.1755... Generator Loss: 0.8182
Epoch 2/3... Discriminator Loss: 1.3338... Generator Loss: 0.7219
Epoch 2/3... Discriminator Loss: 1.2168... Generator Loss: 0.8552
Epoch 2/3... Discriminator Loss: 1.2318... Generator Loss: 0.9047
Epoch 2/3... Discriminator Loss: 1.2404... Generator Loss: 1.0559
Epoch 2/3... Discriminator Loss: 1.2460... Generator Loss: 0.7636
Epoch 2/3... Discriminator Loss: 1.2625... Generator Loss: 1.0034
Epoch 2/3... Discriminator Loss: 1.1810... Generator Loss: 0.8736
Epoch 2/3... Discriminator Loss: 1.2649... Generator Loss: 0.9293
Epoch 2/3... Discriminator Loss: 1.2544... Generator Loss: 0.8981
Epoch 2/3... Discriminator Loss: 1.2226... Generator Loss: 0.9890
Epoch 2/3... Discriminator Loss: 1.2655... Generator Loss: 0.9801
Epoch 2/3... Discriminator Loss: 1.2978... Generator Loss: 0.8475
Epoch 2/3... Discriminator Loss: 1.2139... Generator Loss: 0.8273
Epoch 2/3... Discriminator Loss: 1.2038... Generator Loss: 0.8564
Epoch 2/3... Discriminator Loss: 1.3100... Generator Loss: 0.7305
Epoch 2/3... Discriminator Loss: 1.2339... Generator Loss: 0.8653
Epoch 2/3... Discriminator Loss: 1.3107... Generator Loss: 0.6747
Epoch 2/3... Discriminator Loss: 1.2487... Generator Loss: 1.0213
Epoch 2/3... Discriminator Loss: 1.2210... Generator Loss: 1.1324
Epoch 2/3... Discriminator Loss: 1.2686... Generator Loss: 0.7668
Epoch 2/3... Discriminator Loss: 1.2148... Generator Loss: 0.8323
Epoch 2/3... Discriminator Loss: 1.2456... Generator Loss: 1.0367
Epoch 2/3... Discriminator Loss: 1.1441... Generator Loss: 0.8462
Epoch 2/3... Discriminator Loss: 1.2295... Generator Loss: 0.7936
Epoch 2/3... Discriminator Loss: 1.2042... Generator Loss: 0.8665
Epoch 2/3... Discriminator Loss: 1.2926... Generator Loss: 0.9217
Epoch 2/3... Discriminator Loss: 1.2031... Generator Loss: 0.8184
Epoch 2/3... Discriminator Loss: 1.2318... Generator Loss: 0.9660
Epoch 2/3... Discriminator Loss: 1.2574... Generator Loss: 0.8633
Epoch 2/3... Discriminator Loss: 1.2347... Generator Loss: 0.8022
Epoch 2/3... Discriminator Loss: 1.2134... Generator Loss: 0.9214
Epoch 2/3... Discriminator Loss: 1.2483... Generator Loss: 0.9176
Epoch 2/3... Discriminator Loss: 1.2662... Generator Loss: 0.9976
Epoch 2/3... Discriminator Loss: 1.3515... Generator Loss: 1.2329
Epoch 2/3... Discriminator Loss: 1.2227... Generator Loss: 1.0106
Epoch 2/3... Discriminator Loss: 1.2478... Generator Loss: 0.8011
Epoch 2/3... Discriminator Loss: 1.2065... Generator Loss: 0.8723
Epoch 2/3... Discriminator Loss: 1.3200... Generator Loss: 0.7049
Epoch 2/3... Discriminator Loss: 1.3062... Generator Loss: 0.6615
Epoch 2/3... Discriminator Loss: 1.1684... Generator Loss: 0.9043
Epoch 2/3... Discriminator Loss: 1.3475... Generator Loss: 0.7418
Epoch 2/3... Discriminator Loss: 1.2934... Generator Loss: 0.8126
Epoch 2/3... Discriminator Loss: 1.2937... Generator Loss: 0.8537
Epoch 2/3... Discriminator Loss: 1.2879... Generator Loss: 0.8872
Epoch 2/3... Discriminator Loss: 1.2766... Generator Loss: 0.8923
Epoch 2/3... Discriminator Loss: 1.2338... Generator Loss: 0.8530
Epoch 2/3... Discriminator Loss: 1.2544... Generator Loss: 0.9927
Epoch 2/3... Discriminator Loss: 1.1653... Generator Loss: 1.0515
Epoch 2/3... Discriminator Loss: 1.3518... Generator Loss: 0.9345
Epoch 2/3... Discriminator Loss: 1.2646... Generator Loss: 0.9191
Epoch 2/3... Discriminator Loss: 1.2502... Generator Loss: 1.1185
Epoch 2/3... Discriminator Loss: 1.2301... Generator Loss: 0.8480
Epoch 2/3... Discriminator Loss: 1.3180... Generator Loss: 0.7334
Epoch 2/3... Discriminator Loss: 1.1805... Generator Loss: 0.9664
Epoch 2/3... Discriminator Loss: 1.2429... Generator Loss: 0.9248
Epoch 2/3... Discriminator Loss: 1.2128... Generator Loss: 1.1815
Epoch 2/3... Discriminator Loss: 1.2002... Generator Loss: 0.8960
Epoch 2/3... Discriminator Loss: 1.2792... Generator Loss: 1.0028
Epoch 2/3... Discriminator Loss: 1.2163... Generator Loss: 0.9620
Epoch 2/3... Discriminator Loss: 1.2067... Generator Loss: 1.0259
Epoch 2/3... Discriminator Loss: 1.2773... Generator Loss: 0.8709
Epoch 2/3... Discriminator Loss: 1.2044... Generator Loss: 1.0064
Epoch 2/3... Discriminator Loss: 1.2658... Generator Loss: 0.9078
Epoch 2/3... Discriminator Loss: 1.2398... Generator Loss: 0.9149
Epoch 2/3... Discriminator Loss: 1.2038... Generator Loss: 0.9474
Epoch 2/3... Discriminator Loss: 1.3095... Generator Loss: 0.7479
Epoch 2/3... Discriminator Loss: 1.2703... Generator Loss: 0.8522
Epoch 2/3... Discriminator Loss: 1.2007... Generator Loss: 0.8734
Epoch 2/3... Discriminator Loss: 1.3235... Generator Loss: 0.7890
Epoch 2/3... Discriminator Loss: 1.1609... Generator Loss: 1.0063
Epoch 2/3... Discriminator Loss: 1.2990... Generator Loss: 0.8074
Epoch 2/3... Discriminator Loss: 1.2677... Generator Loss: 0.9102
Epoch 2/3... Discriminator Loss: 1.2236... Generator Loss: 1.0200
Epoch 2/3... Discriminator Loss: 1.2856... Generator Loss: 0.7692
Epoch 2/3... Discriminator Loss: 1.3009... Generator Loss: 0.8883
Epoch 2/3... Discriminator Loss: 1.2195... Generator Loss: 0.8278
Epoch 2/3... Discriminator Loss: 1.2749... Generator Loss: 0.8486
Epoch 2/3... Discriminator Loss: 1.2520... Generator Loss: 0.8128
Epoch 2/3... Discriminator Loss: 1.2580... Generator Loss: 0.8278
Epoch 2/3... Discriminator Loss: 1.3257... Generator Loss: 0.6917
Epoch 2/3... Discriminator Loss: 1.2405... Generator Loss: 0.8619
Epoch 2/3... Discriminator Loss: 1.3357... Generator Loss: 0.8998
Epoch 2/3... Discriminator Loss: 1.2382... Generator Loss: 0.9872
Epoch 2/3... Discriminator Loss: 1.3227... Generator Loss: 0.7006
Epoch 2/3... Discriminator Loss: 1.2301... Generator Loss: 0.7639
Epoch 2/3... Discriminator Loss: 1.1748... Generator Loss: 1.0001
Epoch 2/3... Discriminator Loss: 1.2756... Generator Loss: 1.0010
Epoch 2/3... Discriminator Loss: 1.2571... Generator Loss: 0.8032
Epoch 2/3... Discriminator Loss: 1.3271... Generator Loss: 0.8535
Epoch 2/3... Discriminator Loss: 1.3282... Generator Loss: 0.8423
Epoch 2/3... Discriminator Loss: 1.2592... Generator Loss: 0.8898
Epoch 2/3... Discriminator Loss: 1.3465... Generator Loss: 0.7740
Epoch 2/3... Discriminator Loss: 1.2949... Generator Loss: 0.8259
Epoch 2/3... Discriminator Loss: 1.2629... Generator Loss: 1.0515
Epoch 2/3... Discriminator Loss: 1.2179... Generator Loss: 0.9194
Epoch 2/3... Discriminator Loss: 1.3173... Generator Loss: 0.7385
Epoch 2/3... Discriminator Loss: 1.2540... Generator Loss: 0.7842
Epoch 2/3... Discriminator Loss: 1.1779... Generator Loss: 1.0465
Epoch 2/3... Discriminator Loss: 1.2585... Generator Loss: 0.8882
Epoch 2/3... Discriminator Loss: 1.2415... Generator Loss: 1.0192
Epoch 2/3... Discriminator Loss: 1.2933... Generator Loss: 0.8559
Epoch 2/3... Discriminator Loss: 1.2048... Generator Loss: 0.8679
Epoch 2/3... Discriminator Loss: 1.3268... Generator Loss: 0.9951
Epoch 2/3... Discriminator Loss: 1.1774... Generator Loss: 0.9475
Epoch 2/3... Discriminator Loss: 1.2300... Generator Loss: 0.8048
Epoch 2/3... Discriminator Loss: 1.2950... Generator Loss: 0.8013
Epoch 2/3... Discriminator Loss: 1.2803... Generator Loss: 0.9546
Epoch 2/3... Discriminator Loss: 1.3077... Generator Loss: 0.8159
Epoch 2/3... Discriminator Loss: 1.2168... Generator Loss: 0.8002
Epoch 2/3... Discriminator Loss: 1.3182... Generator Loss: 0.7213
Epoch 2/3... Discriminator Loss: 1.2056... Generator Loss: 0.9956
Epoch 2/3... Discriminator Loss: 1.3047... Generator Loss: 0.7731
Epoch 2/3... Discriminator Loss: 1.2385... Generator Loss: 0.7339
Epoch 2/3... Discriminator Loss: 1.2324... Generator Loss: 0.9397
Epoch 2/3... Discriminator Loss: 1.2219... Generator Loss: 0.9561
Epoch 2/3... Discriminator Loss: 1.2616... Generator Loss: 0.9694
Epoch 2/3... Discriminator Loss: 1.3256... Generator Loss: 0.9557
Epoch 2/3... Discriminator Loss: 1.1991... Generator Loss: 1.0943
Epoch 2/3... Discriminator Loss: 1.1683... Generator Loss: 0.9044
Epoch 2/3... Discriminator Loss: 1.2054... Generator Loss: 1.0466
Epoch 2/3... Discriminator Loss: 1.3443... Generator Loss: 0.8303
Epoch 2/3... Discriminator Loss: 1.2541... Generator Loss: 1.0756
Epoch 2/3... Discriminator Loss: 1.2525... Generator Loss: 0.9253
Epoch 2/3... Discriminator Loss: 1.2778... Generator Loss: 0.7713
Epoch 2/3... Discriminator Loss: 1.2620... Generator Loss: 0.8221
Epoch 2/3... Discriminator Loss: 1.3104... Generator Loss: 0.7342
Epoch 2/3... Discriminator Loss: 1.3202... Generator Loss: 0.8853
Epoch 2/3... Discriminator Loss: 1.2451... Generator Loss: 0.8729
Epoch 2/3... Discriminator Loss: 1.2746... Generator Loss: 0.9721
Epoch 2/3... Discriminator Loss: 1.2646... Generator Loss: 0.7354
Epoch 2/3... Discriminator Loss: 1.3137... Generator Loss: 0.7306
Epoch 3/3... Discriminator Loss: 1.2068... Generator Loss: 0.8893
Epoch 3/3... Discriminator Loss: 1.2974... Generator Loss: 0.8749
Epoch 3/3... Discriminator Loss: 1.2769... Generator Loss: 0.9261
Epoch 3/3... Discriminator Loss: 1.2256... Generator Loss: 1.0550
Epoch 3/3... Discriminator Loss: 1.2316... Generator Loss: 1.0843
Epoch 3/3... Discriminator Loss: 1.3046... Generator Loss: 0.9467
Epoch 3/3... Discriminator Loss: 1.2198... Generator Loss: 0.8875
Epoch 3/3... Discriminator Loss: 1.2494... Generator Loss: 0.8539
Epoch 3/3... Discriminator Loss: 1.2761... Generator Loss: 0.8769
Epoch 3/3... Discriminator Loss: 1.2395... Generator Loss: 0.8824
Epoch 3/3... Discriminator Loss: 1.2512... Generator Loss: 0.9453
Epoch 3/3... Discriminator Loss: 1.2113... Generator Loss: 1.0930
Epoch 3/3... Discriminator Loss: 1.1914... Generator Loss: 1.0191
Epoch 3/3... Discriminator Loss: 1.2861... Generator Loss: 0.8589
Epoch 3/3... Discriminator Loss: 1.3179... Generator Loss: 0.8256
Epoch 3/3... Discriminator Loss: 1.2050... Generator Loss: 0.9259
Epoch 3/3... Discriminator Loss: 1.3141... Generator Loss: 0.8291
Epoch 3/3... Discriminator Loss: 1.3449... Generator Loss: 0.7780
Epoch 3/3... Discriminator Loss: 1.2876... Generator Loss: 0.9510
Epoch 3/3... Discriminator Loss: 1.1724... Generator Loss: 1.0374
Epoch 3/3... Discriminator Loss: 1.2598... Generator Loss: 0.8574
Epoch 3/3... Discriminator Loss: 1.3113... Generator Loss: 0.7513
Epoch 3/3... Discriminator Loss: 1.2309... Generator Loss: 0.8744
Epoch 3/3... Discriminator Loss: 1.2870... Generator Loss: 0.8307
Epoch 3/3... Discriminator Loss: 1.2375... Generator Loss: 0.8729
Epoch 3/3... Discriminator Loss: 1.1983... Generator Loss: 0.8583
Epoch 3/3... Discriminator Loss: 1.2575... Generator Loss: 0.7879
Epoch 3/3... Discriminator Loss: 1.3025... Generator Loss: 0.7193
Epoch 3/3... Discriminator Loss: 1.2399... Generator Loss: 0.8538
Epoch 3/3... Discriminator Loss: 1.2491... Generator Loss: 0.9712
Epoch 3/3... Discriminator Loss: 1.3793... Generator Loss: 0.5967
Epoch 3/3... Discriminator Loss: 1.2971... Generator Loss: 0.7743
Epoch 3/3... Discriminator Loss: 1.2524... Generator Loss: 0.8310
Epoch 3/3... Discriminator Loss: 1.3217... Generator Loss: 0.7517
Epoch 3/3... Discriminator Loss: 1.2563... Generator Loss: 0.9727
Epoch 3/3... Discriminator Loss: 1.2610... Generator Loss: 1.0401
Epoch 3/3... Discriminator Loss: 1.3018... Generator Loss: 0.8129
Epoch 3/3... Discriminator Loss: 1.1703... Generator Loss: 0.9191
Epoch 3/3... Discriminator Loss: 1.3179... Generator Loss: 0.7469
Epoch 3/3... Discriminator Loss: 1.2892... Generator Loss: 0.8451
Epoch 3/3... Discriminator Loss: 1.2350... Generator Loss: 0.9310
Epoch 3/3... Discriminator Loss: 1.2677... Generator Loss: 0.8284
Epoch 3/3... Discriminator Loss: 1.3133... Generator Loss: 0.7372
Epoch 3/3... Discriminator Loss: 1.2501... Generator Loss: 0.8621
Epoch 3/3... Discriminator Loss: 1.3161... Generator Loss: 1.0535
Epoch 3/3... Discriminator Loss: 1.2216... Generator Loss: 0.9041
Epoch 3/3... Discriminator Loss: 1.3300... Generator Loss: 0.7973
Epoch 3/3... Discriminator Loss: 1.2979... Generator Loss: 0.8424
Epoch 3/3... Discriminator Loss: 1.2566... Generator Loss: 0.7130
Epoch 3/3... Discriminator Loss: 1.2957... Generator Loss: 0.7998
Epoch 3/3... Discriminator Loss: 1.2955... Generator Loss: 0.8259
Epoch 3/3... Discriminator Loss: 1.3281... Generator Loss: 0.7517
Epoch 3/3... Discriminator Loss: 1.2644... Generator Loss: 0.8198
Epoch 3/3... Discriminator Loss: 1.2058... Generator Loss: 1.0466
Epoch 3/3... Discriminator Loss: 1.2201... Generator Loss: 0.9088
Epoch 3/3... Discriminator Loss: 1.2789... Generator Loss: 0.8535
Epoch 3/3... Discriminator Loss: 1.2683... Generator Loss: 0.9729
Epoch 3/3... Discriminator Loss: 1.2612... Generator Loss: 0.8741
Epoch 3/3... Discriminator Loss: 1.2224... Generator Loss: 0.7996
Epoch 3/3... Discriminator Loss: 1.2911... Generator Loss: 0.7825
Epoch 3/3... Discriminator Loss: 1.3108... Generator Loss: 0.8258
Epoch 3/3... Discriminator Loss: 1.3058... Generator Loss: 0.7980
Epoch 3/3... Discriminator Loss: 1.3258... Generator Loss: 0.8921
Epoch 3/3... Discriminator Loss: 1.1836... Generator Loss: 0.9478
Epoch 3/3... Discriminator Loss: 1.2214... Generator Loss: 0.8734
Epoch 3/3... Discriminator Loss: 1.2098... Generator Loss: 0.8944
Epoch 3/3... Discriminator Loss: 1.2786... Generator Loss: 0.8437
Epoch 3/3... Discriminator Loss: 1.2253... Generator Loss: 0.8763
Epoch 3/3... Discriminator Loss: 1.2847... Generator Loss: 0.9502
Epoch 3/3... Discriminator Loss: 1.2736... Generator Loss: 1.1106
Epoch 3/3... Discriminator Loss: 1.2380... Generator Loss: 0.8393
Epoch 3/3... Discriminator Loss: 1.3260... Generator Loss: 0.9009
Epoch 3/3... Discriminator Loss: 1.3353... Generator Loss: 0.8878
Epoch 3/3... Discriminator Loss: 1.1962... Generator Loss: 0.8133
Epoch 3/3... Discriminator Loss: 1.2517... Generator Loss: 0.9754
Epoch 3/3... Discriminator Loss: 1.2873... Generator Loss: 0.8001
Epoch 3/3... Discriminator Loss: 1.2862... Generator Loss: 0.8133
Epoch 3/3... Discriminator Loss: 1.3002... Generator Loss: 0.9048
Epoch 3/3... Discriminator Loss: 1.3016... Generator Loss: 0.7418
Epoch 3/3... Discriminator Loss: 1.1996... Generator Loss: 0.9520
Epoch 3/3... Discriminator Loss: 1.2629... Generator Loss: 0.9265
Epoch 3/3... Discriminator Loss: 1.2216... Generator Loss: 0.9132
Epoch 3/3... Discriminator Loss: 1.2564... Generator Loss: 0.9988
Epoch 3/3... Discriminator Loss: 1.2592... Generator Loss: 0.7880
Epoch 3/3... Discriminator Loss: 1.2101... Generator Loss: 0.9240
Epoch 3/3... Discriminator Loss: 1.2834... Generator Loss: 0.8397
Epoch 3/3... Discriminator Loss: 1.3443... Generator Loss: 0.8265
Epoch 3/3... Discriminator Loss: 1.1931... Generator Loss: 1.1792
Epoch 3/3... Discriminator Loss: 1.2660... Generator Loss: 0.9226
Epoch 3/3... Discriminator Loss: 1.3392... Generator Loss: 0.7134
Epoch 3/3... Discriminator Loss: 1.2555... Generator Loss: 0.8355
Epoch 3/3... Discriminator Loss: 1.1927... Generator Loss: 0.9679
Epoch 3/3... Discriminator Loss: 1.2662... Generator Loss: 0.7880
Epoch 3/3... Discriminator Loss: 1.2680... Generator Loss: 0.8952
Epoch 3/3... Discriminator Loss: 1.3044... Generator Loss: 0.9335
Epoch 3/3... Discriminator Loss: 1.3239... Generator Loss: 0.9147
Epoch 3/3... Discriminator Loss: 1.2972... Generator Loss: 0.7749
Epoch 3/3... Discriminator Loss: 1.2221... Generator Loss: 0.8733
Epoch 3/3... Discriminator Loss: 1.2008... Generator Loss: 1.0265
Epoch 3/3... Discriminator Loss: 1.3339... Generator Loss: 0.9317
Epoch 3/3... Discriminator Loss: 1.2097... Generator Loss: 0.9047
Epoch 3/3... Discriminator Loss: 1.2277... Generator Loss: 1.0307
Epoch 3/3... Discriminator Loss: 1.2268... Generator Loss: 0.9497
Epoch 3/3... Discriminator Loss: 1.2268... Generator Loss: 0.8581
Epoch 3/3... Discriminator Loss: 1.2890... Generator Loss: 0.8731
Epoch 3/3... Discriminator Loss: 1.2723... Generator Loss: 1.0328
Epoch 3/3... Discriminator Loss: 1.2753... Generator Loss: 0.9736
Epoch 3/3... Discriminator Loss: 1.2497... Generator Loss: 0.9943
Epoch 3/3... Discriminator Loss: 1.2065... Generator Loss: 0.9196
Epoch 3/3... Discriminator Loss: 1.2754... Generator Loss: 0.7678
Epoch 3/3... Discriminator Loss: 1.3152... Generator Loss: 0.7845
Epoch 3/3... Discriminator Loss: 1.2804... Generator Loss: 0.9415
Epoch 3/3... Discriminator Loss: 1.2628... Generator Loss: 0.9900
Epoch 3/3... Discriminator Loss: 1.3090... Generator Loss: 0.9136
Epoch 3/3... Discriminator Loss: 1.2961... Generator Loss: 0.7761
Epoch 3/3... Discriminator Loss: 1.3110... Generator Loss: 0.8716
Epoch 3/3... Discriminator Loss: 1.2473... Generator Loss: 0.9973
Epoch 3/3... Discriminator Loss: 1.2579... Generator Loss: 0.8409
Epoch 3/3... Discriminator Loss: 1.3047... Generator Loss: 0.9256
Epoch 3/3... Discriminator Loss: 1.2869... Generator Loss: 0.9164
Epoch 3/3... Discriminator Loss: 1.2742... Generator Loss: 0.8760
Epoch 3/3... Discriminator Loss: 1.2616... Generator Loss: 1.0528
Epoch 3/3... Discriminator Loss: 1.2952... Generator Loss: 0.8715
Epoch 3/3... Discriminator Loss: 1.1943... Generator Loss: 0.8084
Epoch 3/3... Discriminator Loss: 1.3227... Generator Loss: 0.8153
Epoch 3/3... Discriminator Loss: 1.2709... Generator Loss: 0.9596
Epoch 3/3... Discriminator Loss: 1.2572... Generator Loss: 0.8070
Epoch 3/3... Discriminator Loss: 1.2790... Generator Loss: 0.9260
Epoch 3/3... Discriminator Loss: 1.2918... Generator Loss: 0.8628
Epoch 3/3... Discriminator Loss: 1.2413... Generator Loss: 0.8104
Epoch 3/3... Discriminator Loss: 1.3421... Generator Loss: 1.0929
Epoch 3/3... Discriminator Loss: 1.3092... Generator Loss: 0.8029
Epoch 3/3... Discriminator Loss: 1.3543... Generator Loss: 0.8395
Epoch 3/3... Discriminator Loss: 1.3532... Generator Loss: 0.7979
Epoch 3/3... Discriminator Loss: 1.2648... Generator Loss: 0.8250
Epoch 3/3... Discriminator Loss: 1.2493... Generator Loss: 0.8725
Epoch 3/3... Discriminator Loss: 1.2569... Generator Loss: 0.8066
Epoch 3/3... Discriminator Loss: 1.2638... Generator Loss: 0.7744
Epoch 3/3... Discriminator Loss: 1.3561... Generator Loss: 0.6789
Epoch 3/3... Discriminator Loss: 1.1857... Generator Loss: 0.9691
Epoch 3/3... Discriminator Loss: 1.3254... Generator Loss: 0.8210
Epoch 3/3... Discriminator Loss: 1.2639... Generator Loss: 0.8842
Epoch 3/3... Discriminator Loss: 1.2480... Generator Loss: 1.0374
Epoch 3/3... Discriminator Loss: 1.3719... Generator Loss: 0.8021
Epoch 3/3... Discriminator Loss: 1.2912... Generator Loss: 0.8206
Epoch 3/3... Discriminator Loss: 1.2877... Generator Loss: 0.7702
Epoch 3/3... Discriminator Loss: 1.2684... Generator Loss: 0.9471
Epoch 3/3... Discriminator Loss: 1.2073... Generator Loss: 0.9213
Epoch 3/3... Discriminator Loss: 1.2550... Generator Loss: 0.8380
Epoch 3/3... Discriminator Loss: 1.2932... Generator Loss: 0.7732
Epoch 3/3... Discriminator Loss: 1.1705... Generator Loss: 0.9685
Epoch 3/3... Discriminator Loss: 1.2248... Generator Loss: 0.9207
Epoch 3/3... Discriminator Loss: 1.3385... Generator Loss: 0.8323
Epoch 3/3... Discriminator Loss: 1.2749... Generator Loss: 0.8143
Epoch 3/3... Discriminator Loss: 1.2486... Generator Loss: 0.8610
Epoch 3/3... Discriminator Loss: 1.2789... Generator Loss: 0.7400
Epoch 3/3... Discriminator Loss: 1.3307... Generator Loss: 1.1392
Epoch 3/3... Discriminator Loss: 1.3268... Generator Loss: 0.8348
Epoch 3/3... Discriminator Loss: 1.2874... Generator Loss: 0.8786
Epoch 3/3... Discriminator Loss: 1.3341... Generator Loss: 0.8067
Epoch 3/3... Discriminator Loss: 1.3058... Generator Loss: 0.9638
Epoch 3/3... Discriminator Loss: 1.2440... Generator Loss: 0.8726
Epoch 3/3... Discriminator Loss: 1.2092... Generator Loss: 0.8944
Epoch 3/3... Discriminator Loss: 1.3755... Generator Loss: 0.7872
Epoch 3/3... Discriminator Loss: 1.3251... Generator Loss: 0.7160
Epoch 3/3... Discriminator Loss: 1.3018... Generator Loss: 0.9089
Epoch 3/3... Discriminator Loss: 1.2614... Generator Loss: 0.8771
Epoch 3/3... Discriminator Loss: 1.2569... Generator Loss: 0.9192
Epoch 3/3... Discriminator Loss: 1.3429... Generator Loss: 0.9129
Epoch 3/3... Discriminator Loss: 1.2434... Generator Loss: 0.8912
Epoch 3/3... Discriminator Loss: 1.2450... Generator Loss: 0.9984
Epoch 3/3... Discriminator Loss: 1.2936... Generator Loss: 0.9297
Epoch 3/3... Discriminator Loss: 1.2745... Generator Loss: 0.8711
Epoch 3/3... Discriminator Loss: 1.2651... Generator Loss: 0.8864
Epoch 3/3... Discriminator Loss: 1.2911... Generator Loss: 0.8577
Epoch 3/3... Discriminator Loss: 1.2846... Generator Loss: 0.8031
Epoch 3/3... Discriminator Loss: 1.3321... Generator Loss: 0.8636
Epoch 3/3... Discriminator Loss: 1.2923... Generator Loss: 0.7928
Epoch 3/3... Discriminator Loss: 1.2767... Generator Loss: 0.8724
Epoch 3/3... Discriminator Loss: 1.2724... Generator Loss: 0.9925
Epoch 3/3... Discriminator Loss: 1.3222... Generator Loss: 0.9694
Epoch 3/3... Discriminator Loss: 1.2889... Generator Loss: 0.8175
Epoch 3/3... Discriminator Loss: 1.2743... Generator Loss: 0.9242
Epoch 3/3... Discriminator Loss: 1.2469... Generator Loss: 0.8394
Epoch 3/3... Discriminator Loss: 1.2892... Generator Loss: 0.8311
Epoch 3/3... Discriminator Loss: 1.3805... Generator Loss: 0.8947
Epoch 3/3... Discriminator Loss: 1.2862... Generator Loss: 0.8229
Epoch 3/3... Discriminator Loss: 1.3048... Generator Loss: 0.8887

CelebA

Run your GANs on CelebA. It will take around 20 minutes on the average GPU to run one epoch. You can run the whole epoch or stop when it starts to generate realistic faces.

In [14]:
batch_size = 64
z_dim = 100
learning_rate = 0.0002
beta1 = 0.2
alpha = 0.08

"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 8

celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
    train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
          celeba_dataset.shape, celeba_dataset.image_mode)
Shape: (202599, 28, 28, 3)
Learning rate: 0.0002
Tensor("input_real:0", shape=(?, 28, 28, 3), dtype=float32)
Tensor("input_z:0", shape=(?, 100), dtype=float32)
Epoch 1/8... Discriminator Loss: 2.4932... Generator Loss: 0.1610
Epoch 1/8... Discriminator Loss: 2.1317... Generator Loss: 0.2110
Epoch 1/8... Discriminator Loss: 3.9330... Generator Loss: 0.0359
Epoch 1/8... Discriminator Loss: 1.3455... Generator Loss: 0.6105
Epoch 1/8... Discriminator Loss: 0.9140... Generator Loss: 1.0055
Epoch 1/8... Discriminator Loss: 0.8036... Generator Loss: 1.1480
Epoch 1/8... Discriminator Loss: 0.7104... Generator Loss: 1.3240
Epoch 1/8... Discriminator Loss: 2.5623... Generator Loss: 0.1350
Epoch 1/8... Discriminator Loss: 0.9775... Generator Loss: 1.3277
Epoch 1/8... Discriminator Loss: 3.2330... Generator Loss: 0.0982
Epoch 1/8... Discriminator Loss: 1.7917... Generator Loss: 0.4285
Epoch 1/8... Discriminator Loss: 1.5159... Generator Loss: 0.7066
Epoch 1/8... Discriminator Loss: 1.5382... Generator Loss: 0.4320
Epoch 1/8... Discriminator Loss: 1.4265... Generator Loss: 1.7554
Epoch 1/8... Discriminator Loss: 1.5612... Generator Loss: 0.4957
Epoch 1/8... Discriminator Loss: 1.2405... Generator Loss: 1.2701
Epoch 1/8... Discriminator Loss: 1.9767... Generator Loss: 0.2910
Epoch 1/8... Discriminator Loss: 1.8935... Generator Loss: 2.0352
Epoch 1/8... Discriminator Loss: 2.0190... Generator Loss: 0.2271
Epoch 1/8... Discriminator Loss: 1.5136... Generator Loss: 1.4527
Epoch 1/8... Discriminator Loss: 1.5815... Generator Loss: 0.4022
Epoch 1/8... Discriminator Loss: 1.6513... Generator Loss: 1.5575
Epoch 1/8... Discriminator Loss: 1.4737... Generator Loss: 0.4782
Epoch 1/8... Discriminator Loss: 1.3762... Generator Loss: 1.5433
Epoch 1/8... Discriminator Loss: 1.7064... Generator Loss: 0.3573
Epoch 1/8... Discriminator Loss: 1.4286... Generator Loss: 1.2672
Epoch 1/8... Discriminator Loss: 1.6830... Generator Loss: 0.3422
Epoch 1/8... Discriminator Loss: 1.2554... Generator Loss: 1.6057
Epoch 1/8... Discriminator Loss: 0.9129... Generator Loss: 1.0918
Epoch 1/8... Discriminator Loss: 1.4548... Generator Loss: 2.5926
Epoch 1/8... Discriminator Loss: 1.4382... Generator Loss: 0.4672
Epoch 1/8... Discriminator Loss: 1.0843... Generator Loss: 3.0134
Epoch 1/8... Discriminator Loss: 1.7088... Generator Loss: 0.3598
Epoch 1/8... Discriminator Loss: 0.8436... Generator Loss: 1.5302
Epoch 1/8... Discriminator Loss: 0.7433... Generator Loss: 1.3263
Epoch 1/8... Discriminator Loss: 1.2778... Generator Loss: 3.5281
Epoch 1/8... Discriminator Loss: 1.2086... Generator Loss: 0.6560
Epoch 1/8... Discriminator Loss: 1.0050... Generator Loss: 0.8204
Epoch 1/8... Discriminator Loss: 0.5001... Generator Loss: 2.3793
Epoch 1/8... Discriminator Loss: 0.7416... Generator Loss: 1.2659
Epoch 1/8... Discriminator Loss: 0.6045... Generator Loss: 2.7066
Epoch 1/8... Discriminator Loss: 1.0983... Generator Loss: 0.7021
Epoch 1/8... Discriminator Loss: 0.5353... Generator Loss: 2.6021
Epoch 1/8... Discriminator Loss: 1.3699... Generator Loss: 0.4829
Epoch 1/8... Discriminator Loss: 1.4529... Generator Loss: 1.8569
Epoch 1/8... Discriminator Loss: 1.0691... Generator Loss: 3.1131
Epoch 1/8... Discriminator Loss: 0.6125... Generator Loss: 1.8144
Epoch 1/8... Discriminator Loss: 0.6227... Generator Loss: 3.6537
Epoch 1/8... Discriminator Loss: 1.3095... Generator Loss: 0.5313
Epoch 1/8... Discriminator Loss: 0.6893... Generator Loss: 1.3883
Epoch 1/8... Discriminator Loss: 0.6138... Generator Loss: 3.3494
Epoch 1/8... Discriminator Loss: 0.5478... Generator Loss: 1.9602
Epoch 1/8... Discriminator Loss: 0.4511... Generator Loss: 2.9204
Epoch 1/8... Discriminator Loss: 0.4382... Generator Loss: 3.0086
Epoch 1/8... Discriminator Loss: 0.4965... Generator Loss: 3.0497
Epoch 1/8... Discriminator Loss: 0.6833... Generator Loss: 1.3522
Epoch 1/8... Discriminator Loss: 1.2420... Generator Loss: 3.7890
Epoch 1/8... Discriminator Loss: 0.4646... Generator Loss: 2.6278
Epoch 1/8... Discriminator Loss: 0.4777... Generator Loss: 2.3260
Epoch 1/8... Discriminator Loss: 0.4654... Generator Loss: 4.4528
Epoch 1/8... Discriminator Loss: 0.5616... Generator Loss: 1.8744
Epoch 1/8... Discriminator Loss: 0.3808... Generator Loss: 4.2102
Epoch 1/8... Discriminator Loss: 0.5538... Generator Loss: 1.8796
Epoch 1/8... Discriminator Loss: 0.4850... Generator Loss: 4.0952
Epoch 1/8... Discriminator Loss: 0.3925... Generator Loss: 3.3483
Epoch 1/8... Discriminator Loss: 0.5358... Generator Loss: 4.8815
Epoch 1/8... Discriminator Loss: 0.3673... Generator Loss: 4.0647
Epoch 1/8... Discriminator Loss: 0.4811... Generator Loss: 5.3786
Epoch 1/8... Discriminator Loss: 0.7648... Generator Loss: 1.2035
Epoch 1/8... Discriminator Loss: 0.7138... Generator Loss: 5.0592
Epoch 1/8... Discriminator Loss: 1.8548... Generator Loss: 5.1378
Epoch 1/8... Discriminator Loss: 1.6398... Generator Loss: 0.3568
Epoch 1/8... Discriminator Loss: 0.7530... Generator Loss: 1.8801
Epoch 1/8... Discriminator Loss: 0.7840... Generator Loss: 1.2386
Epoch 1/8... Discriminator Loss: 0.9964... Generator Loss: 4.6712
Epoch 1/8... Discriminator Loss: 0.4281... Generator Loss: 5.4229
Epoch 1/8... Discriminator Loss: 0.4712... Generator Loss: 6.5111
Epoch 1/8... Discriminator Loss: 0.4452... Generator Loss: 2.8121
Epoch 1/8... Discriminator Loss: 0.8576... Generator Loss: 3.4411
Epoch 1/8... Discriminator Loss: 0.4599... Generator Loss: 5.2417
Epoch 1/8... Discriminator Loss: 0.3900... Generator Loss: 3.5271
Epoch 1/8... Discriminator Loss: 0.5987... Generator Loss: 1.6915
Epoch 1/8... Discriminator Loss: 1.4887... Generator Loss: 3.8948
Epoch 1/8... Discriminator Loss: 1.0371... Generator Loss: 0.7756
Epoch 1/8... Discriminator Loss: 0.4394... Generator Loss: 3.9671
Epoch 1/8... Discriminator Loss: 0.4816... Generator Loss: 3.8934
Epoch 1/8... Discriminator Loss: 0.4120... Generator Loss: 2.9916
Epoch 1/8... Discriminator Loss: 0.3607... Generator Loss: 5.2824
Epoch 1/8... Discriminator Loss: 0.3526... Generator Loss: 5.8618
Epoch 1/8... Discriminator Loss: 0.4372... Generator Loss: 2.6630
Epoch 1/8... Discriminator Loss: 0.3944... Generator Loss: 3.1737
Epoch 1/8... Discriminator Loss: 1.7752... Generator Loss: 4.7955
Epoch 1/8... Discriminator Loss: 0.7070... Generator Loss: 1.3757
Epoch 1/8... Discriminator Loss: 0.5647... Generator Loss: 3.8721
Epoch 1/8... Discriminator Loss: 0.6774... Generator Loss: 1.5083
Epoch 1/8... Discriminator Loss: 0.7188... Generator Loss: 5.6647
Epoch 1/8... Discriminator Loss: 0.4361... Generator Loss: 3.0787
Epoch 1/8... Discriminator Loss: 0.9687... Generator Loss: 5.9411
Epoch 1/8... Discriminator Loss: 0.3679... Generator Loss: 4.2945
Epoch 1/8... Discriminator Loss: 0.4566... Generator Loss: 4.3698
Epoch 1/8... Discriminator Loss: 0.3968... Generator Loss: 3.5595
Epoch 1/8... Discriminator Loss: 1.4217... Generator Loss: 3.6908
Epoch 1/8... Discriminator Loss: 0.3736... Generator Loss: 3.7876
Epoch 1/8... Discriminator Loss: 0.4396... Generator Loss: 3.2361
Epoch 1/8... Discriminator Loss: 2.0522... Generator Loss: 4.2414
Epoch 1/8... Discriminator Loss: 0.6817... Generator Loss: 1.4578
Epoch 1/8... Discriminator Loss: 0.5396... Generator Loss: 3.6888
Epoch 1/8... Discriminator Loss: 0.4655... Generator Loss: 2.6487
Epoch 1/8... Discriminator Loss: 0.6466... Generator Loss: 5.4141
Epoch 1/8... Discriminator Loss: 0.4500... Generator Loss: 4.1136
Epoch 1/8... Discriminator Loss: 0.4939... Generator Loss: 2.2410
Epoch 1/8... Discriminator Loss: 0.4472... Generator Loss: 4.8762
Epoch 1/8... Discriminator Loss: 0.5895... Generator Loss: 1.9577
Epoch 1/8... Discriminator Loss: 0.5404... Generator Loss: 3.7620
Epoch 1/8... Discriminator Loss: 0.4542... Generator Loss: 3.4601
Epoch 1/8... Discriminator Loss: 1.0423... Generator Loss: 5.1043
Epoch 1/8... Discriminator Loss: 0.5499... Generator Loss: 4.8359
Epoch 1/8... Discriminator Loss: 0.4407... Generator Loss: 2.7755
Epoch 1/8... Discriminator Loss: 1.0862... Generator Loss: 3.6536
Epoch 1/8... Discriminator Loss: 0.4142... Generator Loss: 3.6067
Epoch 1/8... Discriminator Loss: 0.4129... Generator Loss: 3.0315
Epoch 1/8... Discriminator Loss: 0.4338... Generator Loss: 4.6359
Epoch 1/8... Discriminator Loss: 0.4952... Generator Loss: 4.5443
Epoch 1/8... Discriminator Loss: 0.3993... Generator Loss: 4.6362
Epoch 1/8... Discriminator Loss: 0.4902... Generator Loss: 2.2923
Epoch 1/8... Discriminator Loss: 1.9589... Generator Loss: 2.1767
Epoch 1/8... Discriminator Loss: 1.0881... Generator Loss: 0.7289
Epoch 1/8... Discriminator Loss: 0.9587... Generator Loss: 1.7928
Epoch 1/8... Discriminator Loss: 0.5443... Generator Loss: 1.9360
Epoch 1/8... Discriminator Loss: 0.8142... Generator Loss: 3.2917
Epoch 1/8... Discriminator Loss: 0.5623... Generator Loss: 1.8491
Epoch 1/8... Discriminator Loss: 0.4716... Generator Loss: 2.7698
Epoch 1/8... Discriminator Loss: 0.5763... Generator Loss: 3.9523
Epoch 1/8... Discriminator Loss: 0.5294... Generator Loss: 3.5996
Epoch 1/8... Discriminator Loss: 1.3027... Generator Loss: 0.5989
Epoch 1/8... Discriminator Loss: 0.8998... Generator Loss: 2.2830
Epoch 1/8... Discriminator Loss: 0.8102... Generator Loss: 1.2048
Epoch 1/8... Discriminator Loss: 0.5956... Generator Loss: 3.5082
Epoch 1/8... Discriminator Loss: 0.5778... Generator Loss: 3.1179
Epoch 1/8... Discriminator Loss: 0.5883... Generator Loss: 1.7428
Epoch 1/8... Discriminator Loss: 0.9300... Generator Loss: 3.7541
Epoch 1/8... Discriminator Loss: 0.4426... Generator Loss: 2.7987
Epoch 1/8... Discriminator Loss: 0.4967... Generator Loss: 3.8464
Epoch 1/8... Discriminator Loss: 0.5121... Generator Loss: 2.2536
Epoch 1/8... Discriminator Loss: 0.4876... Generator Loss: 3.2195
Epoch 1/8... Discriminator Loss: 1.1898... Generator Loss: 4.1403
Epoch 1/8... Discriminator Loss: 0.4119... Generator Loss: 3.3613
Epoch 1/8... Discriminator Loss: 0.9849... Generator Loss: 0.8731
Epoch 1/8... Discriminator Loss: 0.4726... Generator Loss: 3.7029
Epoch 1/8... Discriminator Loss: 0.5996... Generator Loss: 1.7259
Epoch 1/8... Discriminator Loss: 0.6439... Generator Loss: 4.5052
Epoch 1/8... Discriminator Loss: 0.4560... Generator Loss: 3.7598
Epoch 1/8... Discriminator Loss: 0.4678... Generator Loss: 4.0682
Epoch 1/8... Discriminator Loss: 0.4653... Generator Loss: 2.6815
Epoch 1/8... Discriminator Loss: 0.4827... Generator Loss: 4.2681
Epoch 1/8... Discriminator Loss: 0.4117... Generator Loss: 2.9292
Epoch 1/8... Discriminator Loss: 0.4819... Generator Loss: 4.3004
Epoch 1/8... Discriminator Loss: 0.4230... Generator Loss: 2.8933
Epoch 1/8... Discriminator Loss: 1.2804... Generator Loss: 4.8427
Epoch 1/8... Discriminator Loss: 0.9281... Generator Loss: 1.0143
Epoch 1/8... Discriminator Loss: 0.5550... Generator Loss: 3.6460
Epoch 1/8... Discriminator Loss: 0.5078... Generator Loss: 4.1913
Epoch 1/8... Discriminator Loss: 0.5156... Generator Loss: 2.2364
Epoch 1/8... Discriminator Loss: 0.6573... Generator Loss: 4.5262
Epoch 1/8... Discriminator Loss: 0.5980... Generator Loss: 1.7117
Epoch 1/8... Discriminator Loss: 0.9525... Generator Loss: 4.3067
Epoch 1/8... Discriminator Loss: 0.4722... Generator Loss: 2.3767
Epoch 1/8... Discriminator Loss: 0.5176... Generator Loss: 2.9059
Epoch 1/8... Discriminator Loss: 0.9842... Generator Loss: 4.7592
Epoch 1/8... Discriminator Loss: 0.9397... Generator Loss: 3.1482
Epoch 1/8... Discriminator Loss: 0.4914... Generator Loss: 2.6215
Epoch 1/8... Discriminator Loss: 0.6049... Generator Loss: 4.4341
Epoch 1/8... Discriminator Loss: 0.4691... Generator Loss: 2.4438
Epoch 1/8... Discriminator Loss: 0.8883... Generator Loss: 4.3220
Epoch 1/8... Discriminator Loss: 0.9928... Generator Loss: 0.9096
Epoch 1/8... Discriminator Loss: 0.6563... Generator Loss: 3.2429
Epoch 1/8... Discriminator Loss: 0.5180... Generator Loss: 3.6563
Epoch 1/8... Discriminator Loss: 0.6321... Generator Loss: 2.7134
Epoch 1/8... Discriminator Loss: 0.4407... Generator Loss: 2.9092
Epoch 1/8... Discriminator Loss: 1.0334... Generator Loss: 3.7730
Epoch 1/8... Discriminator Loss: 0.7146... Generator Loss: 1.3797
Epoch 1/8... Discriminator Loss: 0.5454... Generator Loss: 3.0765
Epoch 1/8... Discriminator Loss: 1.2033... Generator Loss: 3.2457
Epoch 1/8... Discriminator Loss: 0.6888... Generator Loss: 3.0996
Epoch 1/8... Discriminator Loss: 0.5705... Generator Loss: 1.8259
Epoch 1/8... Discriminator Loss: 0.6655... Generator Loss: 2.9355
Epoch 1/8... Discriminator Loss: 0.5449... Generator Loss: 2.4215
Epoch 1/8... Discriminator Loss: 0.5159... Generator Loss: 2.2365
Epoch 1/8... Discriminator Loss: 0.6564... Generator Loss: 2.9884
Epoch 1/8... Discriminator Loss: 0.6210... Generator Loss: 1.5751
Epoch 1/8... Discriminator Loss: 0.9532... Generator Loss: 0.9012
Epoch 1/8... Discriminator Loss: 0.5823... Generator Loss: 1.7672
Epoch 1/8... Discriminator Loss: 1.0438... Generator Loss: 2.9927
Epoch 1/8... Discriminator Loss: 2.0081... Generator Loss: 0.2494
Epoch 1/8... Discriminator Loss: 0.8761... Generator Loss: 1.9917
Epoch 1/8... Discriminator Loss: 0.7482... Generator Loss: 1.2779
Epoch 1/8... Discriminator Loss: 0.6089... Generator Loss: 2.9793
Epoch 1/8... Discriminator Loss: 0.5026... Generator Loss: 2.2701
Epoch 1/8... Discriminator Loss: 0.5912... Generator Loss: 2.9213
Epoch 1/8... Discriminator Loss: 0.6389... Generator Loss: 3.9659
Epoch 1/8... Discriminator Loss: 0.4826... Generator Loss: 2.2294
Epoch 1/8... Discriminator Loss: 2.0137... Generator Loss: 4.1995
Epoch 1/8... Discriminator Loss: 1.2914... Generator Loss: 0.5812
Epoch 1/8... Discriminator Loss: 1.9636... Generator Loss: 2.2699
Epoch 1/8... Discriminator Loss: 1.0921... Generator Loss: 0.7361
Epoch 1/8... Discriminator Loss: 0.7540... Generator Loss: 1.5976
Epoch 1/8... Discriminator Loss: 0.5765... Generator Loss: 2.8270
Epoch 1/8... Discriminator Loss: 0.9324... Generator Loss: 1.1335
Epoch 1/8... Discriminator Loss: 0.6932... Generator Loss: 2.1755
Epoch 1/8... Discriminator Loss: 0.6470... Generator Loss: 2.7799
Epoch 1/8... Discriminator Loss: 0.5081... Generator Loss: 2.4485
Epoch 1/8... Discriminator Loss: 0.9276... Generator Loss: 0.9613
Epoch 1/8... Discriminator Loss: 0.6233... Generator Loss: 3.1951
Epoch 1/8... Discriminator Loss: 0.5709... Generator Loss: 2.0788
Epoch 1/8... Discriminator Loss: 1.0801... Generator Loss: 2.8114
Epoch 1/8... Discriminator Loss: 1.1278... Generator Loss: 0.7073
Epoch 1/8... Discriminator Loss: 0.9204... Generator Loss: 1.1404
Epoch 1/8... Discriminator Loss: 0.6526... Generator Loss: 2.2768
Epoch 1/8... Discriminator Loss: 0.6471... Generator Loss: 2.3493
Epoch 1/8... Discriminator Loss: 0.6377... Generator Loss: 2.6098
Epoch 1/8... Discriminator Loss: 0.7700... Generator Loss: 3.3070
Epoch 1/8... Discriminator Loss: 0.5593... Generator Loss: 2.4604
Epoch 1/8... Discriminator Loss: 0.5208... Generator Loss: 2.6715
Epoch 1/8... Discriminator Loss: 0.5583... Generator Loss: 3.6497
Epoch 1/8... Discriminator Loss: 0.6483... Generator Loss: 1.4572
Epoch 1/8... Discriminator Loss: 1.6625... Generator Loss: 2.3840
Epoch 1/8... Discriminator Loss: 0.9620... Generator Loss: 0.8651
Epoch 1/8... Discriminator Loss: 0.7664... Generator Loss: 2.4474
Epoch 1/8... Discriminator Loss: 0.4771... Generator Loss: 2.8387
Epoch 1/8... Discriminator Loss: 0.7744... Generator Loss: 3.0870
Epoch 1/8... Discriminator Loss: 2.4370... Generator Loss: 0.1537
Epoch 1/8... Discriminator Loss: 0.9639... Generator Loss: 1.2322
Epoch 1/8... Discriminator Loss: 0.6133... Generator Loss: 2.2386
Epoch 1/8... Discriminator Loss: 0.9567... Generator Loss: 3.3663
Epoch 1/8... Discriminator Loss: 1.7523... Generator Loss: 0.3294
Epoch 1/8... Discriminator Loss: 0.7380... Generator Loss: 2.3049
Epoch 1/8... Discriminator Loss: 0.6734... Generator Loss: 2.1775
Epoch 1/8... Discriminator Loss: 0.6487... Generator Loss: 1.5987
Epoch 1/8... Discriminator Loss: 0.5495... Generator Loss: 2.2014
Epoch 1/8... Discriminator Loss: 0.7719... Generator Loss: 1.2394
Epoch 1/8... Discriminator Loss: 0.6462... Generator Loss: 1.5873
Epoch 1/8... Discriminator Loss: 1.1618... Generator Loss: 3.0360
Epoch 1/8... Discriminator Loss: 0.7660... Generator Loss: 1.6983
Epoch 1/8... Discriminator Loss: 0.6904... Generator Loss: 1.4813
Epoch 1/8... Discriminator Loss: 0.7413... Generator Loss: 3.9999
Epoch 1/8... Discriminator Loss: 0.4918... Generator Loss: 2.7870
Epoch 1/8... Discriminator Loss: 0.4816... Generator Loss: 3.7072
Epoch 1/8... Discriminator Loss: 0.5155... Generator Loss: 2.9130
Epoch 1/8... Discriminator Loss: 0.6620... Generator Loss: 3.2571
Epoch 1/8... Discriminator Loss: 0.9181... Generator Loss: 3.9512
Epoch 1/8... Discriminator Loss: 1.7161... Generator Loss: 0.3295
Epoch 1/8... Discriminator Loss: 1.3216... Generator Loss: 2.0239
Epoch 1/8... Discriminator Loss: 0.6318... Generator Loss: 2.2009
Epoch 1/8... Discriminator Loss: 0.5390... Generator Loss: 2.1448
Epoch 1/8... Discriminator Loss: 0.8182... Generator Loss: 2.5984
Epoch 1/8... Discriminator Loss: 0.7892... Generator Loss: 2.6533
Epoch 1/8... Discriminator Loss: 0.8067... Generator Loss: 3.0668
Epoch 1/8... Discriminator Loss: 0.4762... Generator Loss: 2.8863
Epoch 1/8... Discriminator Loss: 1.2249... Generator Loss: 0.8840
Epoch 1/8... Discriminator Loss: 0.8772... Generator Loss: 1.1942
Epoch 1/8... Discriminator Loss: 0.4688... Generator Loss: 3.1442
Epoch 1/8... Discriminator Loss: 0.6761... Generator Loss: 1.5038
Epoch 1/8... Discriminator Loss: 1.0392... Generator Loss: 1.1905
Epoch 1/8... Discriminator Loss: 2.8249... Generator Loss: 2.6067
Epoch 1/8... Discriminator Loss: 0.8702... Generator Loss: 1.0287
Epoch 1/8... Discriminator Loss: 0.6027... Generator Loss: 2.2266
Epoch 1/8... Discriminator Loss: 0.7107... Generator Loss: 1.5201
Epoch 1/8... Discriminator Loss: 0.8486... Generator Loss: 2.5826
Epoch 1/8... Discriminator Loss: 0.4958... Generator Loss: 2.5449
Epoch 1/8... Discriminator Loss: 0.7587... Generator Loss: 1.9147
Epoch 1/8... Discriminator Loss: 0.8012... Generator Loss: 3.0206
Epoch 1/8... Discriminator Loss: 1.7573... Generator Loss: 0.3173
Epoch 1/8... Discriminator Loss: 0.8153... Generator Loss: 2.7797
Epoch 1/8... Discriminator Loss: 0.5412... Generator Loss: 2.0462
Epoch 1/8... Discriminator Loss: 0.9044... Generator Loss: 3.0835
Epoch 1/8... Discriminator Loss: 1.1721... Generator Loss: 0.7084
Epoch 1/8... Discriminator Loss: 1.0269... Generator Loss: 1.2284
Epoch 1/8... Discriminator Loss: 0.6907... Generator Loss: 1.5602
Epoch 1/8... Discriminator Loss: 1.0574... Generator Loss: 1.1928
Epoch 1/8... Discriminator Loss: 1.1947... Generator Loss: 0.6379
Epoch 1/8... Discriminator Loss: 0.9408... Generator Loss: 1.6709
Epoch 1/8... Discriminator Loss: 0.7874... Generator Loss: 1.2722
Epoch 1/8... Discriminator Loss: 0.9993... Generator Loss: 0.8371
Epoch 1/8... Discriminator Loss: 0.5988... Generator Loss: 1.9527
Epoch 1/8... Discriminator Loss: 0.5934... Generator Loss: 2.8350
Epoch 1/8... Discriminator Loss: 1.2742... Generator Loss: 1.3152
Epoch 1/8... Discriminator Loss: 1.4853... Generator Loss: 0.5293
Epoch 1/8... Discriminator Loss: 0.9412... Generator Loss: 1.4015
Epoch 1/8... Discriminator Loss: 0.7013... Generator Loss: 2.8764
Epoch 1/8... Discriminator Loss: 0.6742... Generator Loss: 1.6037
Epoch 1/8... Discriminator Loss: 0.8140... Generator Loss: 1.3033
Epoch 1/8... Discriminator Loss: 0.7231... Generator Loss: 1.6582
Epoch 1/8... Discriminator Loss: 0.4690... Generator Loss: 2.6252
Epoch 1/8... Discriminator Loss: 0.7612... Generator Loss: 1.3524
Epoch 1/8... Discriminator Loss: 0.5465... Generator Loss: 2.1349
Epoch 1/8... Discriminator Loss: 0.5768... Generator Loss: 3.2419
Epoch 1/8... Discriminator Loss: 0.9966... Generator Loss: 0.8596
Epoch 1/8... Discriminator Loss: 0.5387... Generator Loss: 2.2395
Epoch 1/8... Discriminator Loss: 0.5571... Generator Loss: 2.1606
Epoch 1/8... Discriminator Loss: 0.7176... Generator Loss: 1.4095
Epoch 1/8... Discriminator Loss: 1.0307... Generator Loss: 0.8025
Epoch 1/8... Discriminator Loss: 1.5302... Generator Loss: 1.6179
Epoch 1/8... Discriminator Loss: 0.7780... Generator Loss: 1.2915
Epoch 1/8... Discriminator Loss: 1.0527... Generator Loss: 0.9773
Epoch 1/8... Discriminator Loss: 1.1114... Generator Loss: 0.9990
Epoch 1/8... Discriminator Loss: 0.5512... Generator Loss: 2.0280
Epoch 1/8... Discriminator Loss: 0.6989... Generator Loss: 1.4455
Epoch 1/8... Discriminator Loss: 0.6941... Generator Loss: 3.1867
Epoch 1/8... Discriminator Loss: 1.1935... Generator Loss: 1.1555
Epoch 1/8... Discriminator Loss: 1.5123... Generator Loss: 0.4059
Epoch 1/8... Discriminator Loss: 1.2442... Generator Loss: 1.7655
Epoch 1/8... Discriminator Loss: 0.8982... Generator Loss: 0.9939
Epoch 1/8... Discriminator Loss: 0.6185... Generator Loss: 1.8965
Epoch 1/8... Discriminator Loss: 0.5440... Generator Loss: 2.1178
Epoch 1/8... Discriminator Loss: 2.3313... Generator Loss: 0.1702
Epoch 1/8... Discriminator Loss: 1.0167... Generator Loss: 1.3163
Epoch 1/8... Discriminator Loss: 0.7106... Generator Loss: 1.8319
Epoch 1/8... Discriminator Loss: 0.5344... Generator Loss: 2.4312
Epoch 1/8... Discriminator Loss: 0.8965... Generator Loss: 3.3381
Epoch 1/8... Discriminator Loss: 0.7934... Generator Loss: 1.2371
Epoch 1/8... Discriminator Loss: 1.8017... Generator Loss: 2.6162
Epoch 1/8... Discriminator Loss: 1.0277... Generator Loss: 1.4294
Epoch 1/8... Discriminator Loss: 0.9011... Generator Loss: 1.0343
Epoch 1/8... Discriminator Loss: 1.3225... Generator Loss: 1.8309
Epoch 1/8... Discriminator Loss: 1.8055... Generator Loss: 0.3010
Epoch 1/8... Discriminator Loss: 0.7822... Generator Loss: 1.3360
Epoch 1/8... Discriminator Loss: 0.7840... Generator Loss: 1.2848
Epoch 1/8... Discriminator Loss: 0.8667... Generator Loss: 1.1410
Epoch 1/8... Discriminator Loss: 0.5786... Generator Loss: 1.7982
Epoch 1/8... Discriminator Loss: 0.6212... Generator Loss: 2.0383
Epoch 1/8... Discriminator Loss: 1.0600... Generator Loss: 0.7702
Epoch 1/8... Discriminator Loss: 1.2884... Generator Loss: 2.4375
Epoch 1/8... Discriminator Loss: 0.6281... Generator Loss: 2.2522
Epoch 1/8... Discriminator Loss: 0.6337... Generator Loss: 2.0364
Epoch 1/8... Discriminator Loss: 1.0401... Generator Loss: 0.8102
Epoch 1/8... Discriminator Loss: 1.4158... Generator Loss: 1.8619
Epoch 1/8... Discriminator Loss: 0.7310... Generator Loss: 1.4052
Epoch 1/8... Discriminator Loss: 1.4087... Generator Loss: 2.4719
Epoch 1/8... Discriminator Loss: 1.3069... Generator Loss: 0.5607
Epoch 1/8... Discriminator Loss: 0.6276... Generator Loss: 1.8861
Epoch 1/8... Discriminator Loss: 0.7618... Generator Loss: 1.9910
Epoch 1/8... Discriminator Loss: 0.9055... Generator Loss: 2.7037
Epoch 1/8... Discriminator Loss: 0.8118... Generator Loss: 1.1656
Epoch 1/8... Discriminator Loss: 0.5923... Generator Loss: 1.9642
Epoch 1/8... Discriminator Loss: 0.7750... Generator Loss: 2.0320
Epoch 1/8... Discriminator Loss: 1.0122... Generator Loss: 0.7629
Epoch 1/8... Discriminator Loss: 1.1234... Generator Loss: 1.4559
Epoch 1/8... Discriminator Loss: 0.8871... Generator Loss: 1.0677
Epoch 1/8... Discriminator Loss: 0.6219... Generator Loss: 1.8735
Epoch 1/8... Discriminator Loss: 0.6952... Generator Loss: 1.9502
Epoch 1/8... Discriminator Loss: 0.6202... Generator Loss: 2.4144
Epoch 1/8... Discriminator Loss: 0.8100... Generator Loss: 1.8533
Epoch 1/8... Discriminator Loss: 1.5638... Generator Loss: 1.9921
Epoch 1/8... Discriminator Loss: 1.3526... Generator Loss: 0.5859
Epoch 1/8... Discriminator Loss: 0.8579... Generator Loss: 1.6926
Epoch 1/8... Discriminator Loss: 1.2489... Generator Loss: 1.0224
Epoch 1/8... Discriminator Loss: 0.6907... Generator Loss: 2.1987
Epoch 1/8... Discriminator Loss: 0.7783... Generator Loss: 1.5195
Epoch 1/8... Discriminator Loss: 1.0949... Generator Loss: 0.8305
Epoch 1/8... Discriminator Loss: 1.1730... Generator Loss: 1.5238
Epoch 1/8... Discriminator Loss: 0.7283... Generator Loss: 1.6570
Epoch 1/8... Discriminator Loss: 0.9030... Generator Loss: 1.8916
Epoch 1/8... Discriminator Loss: 0.5983... Generator Loss: 2.2064
Epoch 1/8... Discriminator Loss: 0.7123... Generator Loss: 1.8161
Epoch 1/8... Discriminator Loss: 1.2607... Generator Loss: 0.5428
Epoch 1/8... Discriminator Loss: 1.1526... Generator Loss: 1.6913
Epoch 1/8... Discriminator Loss: 0.8755... Generator Loss: 1.2633
Epoch 1/8... Discriminator Loss: 0.7478... Generator Loss: 2.3112
Epoch 1/8... Discriminator Loss: 0.8229... Generator Loss: 2.0908
Epoch 1/8... Discriminator Loss: 0.5486... Generator Loss: 2.5737
Epoch 1/8... Discriminator Loss: 1.6044... Generator Loss: 1.8290
Epoch 1/8... Discriminator Loss: 1.2933... Generator Loss: 0.5465
Epoch 1/8... Discriminator Loss: 0.6145... Generator Loss: 1.9841
Epoch 1/8... Discriminator Loss: 1.0397... Generator Loss: 0.7951
Epoch 1/8... Discriminator Loss: 0.7991... Generator Loss: 2.0065
Epoch 1/8... Discriminator Loss: 0.6279... Generator Loss: 1.6912
Epoch 1/8... Discriminator Loss: 1.7158... Generator Loss: 2.4634
Epoch 1/8... Discriminator Loss: 0.8138... Generator Loss: 1.5144
Epoch 1/8... Discriminator Loss: 0.6275... Generator Loss: 1.7019
Epoch 1/8... Discriminator Loss: 0.7667... Generator Loss: 1.7382
Epoch 1/8... Discriminator Loss: 0.6929... Generator Loss: 2.2230
Epoch 1/8... Discriminator Loss: 0.9621... Generator Loss: 2.2622
Epoch 1/8... Discriminator Loss: 1.3876... Generator Loss: 2.1640
Epoch 1/8... Discriminator Loss: 1.3997... Generator Loss: 0.4902
Epoch 1/8... Discriminator Loss: 0.6226... Generator Loss: 2.3579
Epoch 1/8... Discriminator Loss: 0.8720... Generator Loss: 1.1779
Epoch 1/8... Discriminator Loss: 1.0960... Generator Loss: 1.2610
Epoch 1/8... Discriminator Loss: 1.1758... Generator Loss: 0.6356
Epoch 1/8... Discriminator Loss: 0.9438... Generator Loss: 1.9826
Epoch 1/8... Discriminator Loss: 0.7526... Generator Loss: 1.4939
Epoch 1/8... Discriminator Loss: 0.6512... Generator Loss: 1.7982
Epoch 1/8... Discriminator Loss: 0.8371... Generator Loss: 1.5619
Epoch 1/8... Discriminator Loss: 1.0486... Generator Loss: 1.7350
Epoch 1/8... Discriminator Loss: 0.6961... Generator Loss: 1.6976
Epoch 1/8... Discriminator Loss: 0.5762... Generator Loss: 2.0104
Epoch 1/8... Discriminator Loss: 0.8230... Generator Loss: 1.2433
Epoch 1/8... Discriminator Loss: 1.3019... Generator Loss: 0.9823
Epoch 1/8... Discriminator Loss: 1.5752... Generator Loss: 0.4186
Epoch 1/8... Discriminator Loss: 1.0883... Generator Loss: 1.7038
Epoch 1/8... Discriminator Loss: 0.6751... Generator Loss: 1.8453
Epoch 1/8... Discriminator Loss: 0.8233... Generator Loss: 1.2406
Epoch 1/8... Discriminator Loss: 1.1734... Generator Loss: 3.1871
Epoch 1/8... Discriminator Loss: 1.0840... Generator Loss: 0.7817
Epoch 1/8... Discriminator Loss: 0.8278... Generator Loss: 1.2524
Epoch 1/8... Discriminator Loss: 0.6124... Generator Loss: 2.0264
Epoch 1/8... Discriminator Loss: 0.8369... Generator Loss: 1.1143
Epoch 1/8... Discriminator Loss: 0.7707... Generator Loss: 1.3429
Epoch 1/8... Discriminator Loss: 0.6196... Generator Loss: 2.1808
Epoch 1/8... Discriminator Loss: 2.1216... Generator Loss: 2.0051
Epoch 1/8... Discriminator Loss: 1.0992... Generator Loss: 0.8570
Epoch 1/8... Discriminator Loss: 0.7584... Generator Loss: 1.5846
Epoch 1/8... Discriminator Loss: 0.7028... Generator Loss: 2.5895
Epoch 1/8... Discriminator Loss: 1.2685... Generator Loss: 0.7825
Epoch 1/8... Discriminator Loss: 1.8683... Generator Loss: 0.2859
Epoch 1/8... Discriminator Loss: 0.7399... Generator Loss: 2.3576
Epoch 1/8... Discriminator Loss: 0.7709... Generator Loss: 1.5991
Epoch 1/8... Discriminator Loss: 0.7885... Generator Loss: 1.7902
Epoch 1/8... Discriminator Loss: 1.2987... Generator Loss: 0.5728
Epoch 1/8... Discriminator Loss: 1.0435... Generator Loss: 1.5026
Epoch 1/8... Discriminator Loss: 0.7904... Generator Loss: 1.3894
Epoch 1/8... Discriminator Loss: 0.8659... Generator Loss: 1.3120
Epoch 1/8... Discriminator Loss: 1.1866... Generator Loss: 0.6752
Epoch 1/8... Discriminator Loss: 1.1320... Generator Loss: 0.7124
Epoch 1/8... Discriminator Loss: 0.8153... Generator Loss: 1.6223
Epoch 1/8... Discriminator Loss: 0.8048... Generator Loss: 1.3964
Epoch 1/8... Discriminator Loss: 1.0259... Generator Loss: 0.9075
Epoch 1/8... Discriminator Loss: 1.1210... Generator Loss: 0.7305
Epoch 1/8... Discriminator Loss: 0.6453... Generator Loss: 1.9028
Epoch 1/8... Discriminator Loss: 0.8518... Generator Loss: 1.2216
Epoch 1/8... Discriminator Loss: 0.8221... Generator Loss: 1.9744
Epoch 1/8... Discriminator Loss: 0.8038... Generator Loss: 1.2947
Epoch 1/8... Discriminator Loss: 0.6219... Generator Loss: 1.8374
Epoch 1/8... Discriminator Loss: 0.8146... Generator Loss: 1.2292
Epoch 1/8... Discriminator Loss: 0.7143... Generator Loss: 1.9559
Epoch 1/8... Discriminator Loss: 1.5889... Generator Loss: 0.4483
Epoch 1/8... Discriminator Loss: 1.3905... Generator Loss: 1.8609
Epoch 1/8... Discriminator Loss: 0.7961... Generator Loss: 1.4252
Epoch 1/8... Discriminator Loss: 1.0028... Generator Loss: 0.9153
Epoch 1/8... Discriminator Loss: 0.8730... Generator Loss: 1.2919
Epoch 1/8... Discriminator Loss: 0.8495... Generator Loss: 1.3705
Epoch 1/8... Discriminator Loss: 0.7653... Generator Loss: 1.7905
Epoch 1/8... Discriminator Loss: 0.7297... Generator Loss: 1.4650
Epoch 1/8... Discriminator Loss: 1.2663... Generator Loss: 1.2617
Epoch 1/8... Discriminator Loss: 0.7968... Generator Loss: 1.4029
Epoch 1/8... Discriminator Loss: 0.6863... Generator Loss: 1.9236
Epoch 1/8... Discriminator Loss: 0.7945... Generator Loss: 1.9213
Epoch 1/8... Discriminator Loss: 1.4971... Generator Loss: 0.4773
Epoch 1/8... Discriminator Loss: 1.1770... Generator Loss: 1.4184
Epoch 1/8... Discriminator Loss: 0.6983... Generator Loss: 1.5151
Epoch 1/8... Discriminator Loss: 0.6128... Generator Loss: 2.3403
Epoch 1/8... Discriminator Loss: 0.8922... Generator Loss: 1.9536
Epoch 1/8... Discriminator Loss: 0.6829... Generator Loss: 1.7330
Epoch 1/8... Discriminator Loss: 0.7628... Generator Loss: 1.4714
Epoch 1/8... Discriminator Loss: 0.9886... Generator Loss: 1.3827
Epoch 1/8... Discriminator Loss: 0.7509... Generator Loss: 1.4619
Epoch 1/8... Discriminator Loss: 1.3116... Generator Loss: 1.4498
Epoch 1/8... Discriminator Loss: 1.2869... Generator Loss: 0.6249
Epoch 1/8... Discriminator Loss: 0.7965... Generator Loss: 2.1220
Epoch 1/8... Discriminator Loss: 0.7513... Generator Loss: 1.3722
Epoch 1/8... Discriminator Loss: 0.7961... Generator Loss: 1.6021
Epoch 1/8... Discriminator Loss: 0.7766... Generator Loss: 1.5707
Epoch 1/8... Discriminator Loss: 1.1202... Generator Loss: 2.7954
Epoch 1/8... Discriminator Loss: 0.9985... Generator Loss: 0.9318
Epoch 1/8... Discriminator Loss: 0.9708... Generator Loss: 1.8480
Epoch 1/8... Discriminator Loss: 1.0966... Generator Loss: 0.7641
Epoch 1/8... Discriminator Loss: 0.7943... Generator Loss: 1.8524
Epoch 1/8... Discriminator Loss: 0.8337... Generator Loss: 1.1369
Epoch 1/8... Discriminator Loss: 1.6159... Generator Loss: 1.9834
Epoch 1/8... Discriminator Loss: 1.0949... Generator Loss: 0.8075
Epoch 1/8... Discriminator Loss: 0.6907... Generator Loss: 1.9597
Epoch 1/8... Discriminator Loss: 0.8188... Generator Loss: 1.4050
Epoch 1/8... Discriminator Loss: 1.0897... Generator Loss: 0.7298
Epoch 1/8... Discriminator Loss: 0.8556... Generator Loss: 1.5005
Epoch 1/8... Discriminator Loss: 0.8026... Generator Loss: 1.5483
Epoch 1/8... Discriminator Loss: 0.8070... Generator Loss: 1.7170
Epoch 1/8... Discriminator Loss: 0.9780... Generator Loss: 0.8737
Epoch 1/8... Discriminator Loss: 1.3266... Generator Loss: 0.6152
Epoch 1/8... Discriminator Loss: 1.1536... Generator Loss: 1.8205
Epoch 1/8... Discriminator Loss: 0.9736... Generator Loss: 1.0616
Epoch 1/8... Discriminator Loss: 1.4634... Generator Loss: 0.4492
Epoch 1/8... Discriminator Loss: 1.0861... Generator Loss: 0.8995
Epoch 1/8... Discriminator Loss: 0.8264... Generator Loss: 1.5231
Epoch 1/8... Discriminator Loss: 1.1619... Generator Loss: 0.8607
Epoch 1/8... Discriminator Loss: 0.9757... Generator Loss: 0.9426
Epoch 1/8... Discriminator Loss: 0.9131... Generator Loss: 1.1618
Epoch 1/8... Discriminator Loss: 0.8004... Generator Loss: 1.9150
Epoch 1/8... Discriminator Loss: 0.9472... Generator Loss: 1.1005
Epoch 1/8... Discriminator Loss: 0.7527... Generator Loss: 1.4004
Epoch 1/8... Discriminator Loss: 1.0528... Generator Loss: 1.7586
Epoch 1/8... Discriminator Loss: 1.3652... Generator Loss: 0.5787
Epoch 1/8... Discriminator Loss: 0.9515... Generator Loss: 1.4142
Epoch 1/8... Discriminator Loss: 0.9656... Generator Loss: 1.0142
Epoch 1/8... Discriminator Loss: 0.9810... Generator Loss: 0.9731
Epoch 1/8... Discriminator Loss: 1.1538... Generator Loss: 0.7768
Epoch 1/8... Discriminator Loss: 0.8342... Generator Loss: 1.2539
Epoch 1/8... Discriminator Loss: 0.7325... Generator Loss: 1.5092
Epoch 1/8... Discriminator Loss: 1.7012... Generator Loss: 1.9520
Epoch 1/8... Discriminator Loss: 1.3515... Generator Loss: 0.5042
Epoch 1/8... Discriminator Loss: 0.9908... Generator Loss: 1.4710
Epoch 1/8... Discriminator Loss: 1.1483... Generator Loss: 0.6646
Epoch 1/8... Discriminator Loss: 1.2097... Generator Loss: 1.7616
Epoch 1/8... Discriminator Loss: 1.0396... Generator Loss: 0.7933
Epoch 1/8... Discriminator Loss: 0.9412... Generator Loss: 1.3628
Epoch 1/8... Discriminator Loss: 0.8402... Generator Loss: 2.0541
Epoch 1/8... Discriminator Loss: 1.1327... Generator Loss: 0.7324
Epoch 1/8... Discriminator Loss: 1.1010... Generator Loss: 1.6172
Epoch 1/8... Discriminator Loss: 0.7936... Generator Loss: 1.5140
Epoch 1/8... Discriminator Loss: 0.8371... Generator Loss: 1.1600
Epoch 1/8... Discriminator Loss: 0.9773... Generator Loss: 1.4555
Epoch 1/8... Discriminator Loss: 1.3862... Generator Loss: 0.5106
Epoch 1/8... Discriminator Loss: 0.8028... Generator Loss: 1.3600
Epoch 1/8... Discriminator Loss: 0.9163... Generator Loss: 0.9705
Epoch 1/8... Discriminator Loss: 0.9583... Generator Loss: 1.6852
Epoch 1/8... Discriminator Loss: 1.0737... Generator Loss: 0.9131
Epoch 1/8... Discriminator Loss: 1.0086... Generator Loss: 0.9086
Epoch 1/8... Discriminator Loss: 1.1597... Generator Loss: 0.6991
Epoch 1/8... Discriminator Loss: 0.8636... Generator Loss: 1.4046
Epoch 1/8... Discriminator Loss: 0.7599... Generator Loss: 1.5364
Epoch 1/8... Discriminator Loss: 1.0019... Generator Loss: 0.9166
Epoch 1/8... Discriminator Loss: 1.0334... Generator Loss: 1.1580
Epoch 1/8... Discriminator Loss: 1.6192... Generator Loss: 0.3619
Epoch 1/8... Discriminator Loss: 1.0398... Generator Loss: 1.3429
Epoch 1/8... Discriminator Loss: 0.9329... Generator Loss: 1.0431
Epoch 1/8... Discriminator Loss: 0.9151... Generator Loss: 1.0892
Epoch 1/8... Discriminator Loss: 1.0696... Generator Loss: 0.7702
Epoch 1/8... Discriminator Loss: 1.0126... Generator Loss: 0.8618
Epoch 1/8... Discriminator Loss: 0.9529... Generator Loss: 0.9914
Epoch 1/8... Discriminator Loss: 1.2896... Generator Loss: 1.3814
Epoch 1/8... Discriminator Loss: 1.4705... Generator Loss: 0.4414
Epoch 1/8... Discriminator Loss: 0.9843... Generator Loss: 1.0537
Epoch 1/8... Discriminator Loss: 0.9434... Generator Loss: 0.9601
Epoch 1/8... Discriminator Loss: 1.0275... Generator Loss: 2.1995
Epoch 1/8... Discriminator Loss: 0.8494... Generator Loss: 1.3384
Epoch 1/8... Discriminator Loss: 1.0373... Generator Loss: 1.3801
Epoch 1/8... Discriminator Loss: 0.9613... Generator Loss: 1.0584
Epoch 1/8... Discriminator Loss: 0.9917... Generator Loss: 0.9337
Epoch 1/8... Discriminator Loss: 0.9713... Generator Loss: 1.3756
Epoch 1/8... Discriminator Loss: 0.9600... Generator Loss: 0.9667
Epoch 1/8... Discriminator Loss: 0.8901... Generator Loss: 1.5474
Epoch 1/8... Discriminator Loss: 0.8725... Generator Loss: 1.2876
Epoch 1/8... Discriminator Loss: 1.0638... Generator Loss: 0.7920
Epoch 1/8... Discriminator Loss: 1.9496... Generator Loss: 2.4316
Epoch 1/8... Discriminator Loss: 1.0710... Generator Loss: 0.8901
Epoch 1/8... Discriminator Loss: 1.0073... Generator Loss: 0.8641
Epoch 1/8... Discriminator Loss: 0.9655... Generator Loss: 0.9809
Epoch 1/8... Discriminator Loss: 0.9212... Generator Loss: 1.1363
Epoch 1/8... Discriminator Loss: 1.4370... Generator Loss: 2.1506
Epoch 1/8... Discriminator Loss: 1.1835... Generator Loss: 0.6224
Epoch 1/8... Discriminator Loss: 1.0097... Generator Loss: 0.9498
Epoch 1/8... Discriminator Loss: 1.0166... Generator Loss: 1.2140
Epoch 1/8... Discriminator Loss: 0.8589... Generator Loss: 1.1756
Epoch 1/8... Discriminator Loss: 1.0150... Generator Loss: 1.4506
Epoch 1/8... Discriminator Loss: 0.9362... Generator Loss: 1.1608
Epoch 1/8... Discriminator Loss: 0.9894... Generator Loss: 0.9472
Epoch 1/8... Discriminator Loss: 1.3607... Generator Loss: 1.8241
Epoch 1/8... Discriminator Loss: 0.9973... Generator Loss: 0.9324
Epoch 1/8... Discriminator Loss: 0.8407... Generator Loss: 1.2272
Epoch 1/8... Discriminator Loss: 0.9749... Generator Loss: 1.0111
Epoch 1/8... Discriminator Loss: 0.7792... Generator Loss: 1.8747
Epoch 1/8... Discriminator Loss: 1.0020... Generator Loss: 0.9785
Epoch 1/8... Discriminator Loss: 1.0006... Generator Loss: 1.1088
Epoch 1/8... Discriminator Loss: 1.0276... Generator Loss: 1.1978
Epoch 1/8... Discriminator Loss: 1.4306... Generator Loss: 0.4441
Epoch 1/8... Discriminator Loss: 0.9635... Generator Loss: 1.3157
Epoch 1/8... Discriminator Loss: 0.8488... Generator Loss: 1.2645
Epoch 1/8... Discriminator Loss: 0.9816... Generator Loss: 0.9498
Epoch 1/8... Discriminator Loss: 0.9574... Generator Loss: 1.0451
Epoch 1/8... Discriminator Loss: 0.9962... Generator Loss: 0.8928
Epoch 1/8... Discriminator Loss: 0.9395... Generator Loss: 1.2910
Epoch 1/8... Discriminator Loss: 0.9607... Generator Loss: 0.9948
Epoch 1/8... Discriminator Loss: 0.8255... Generator Loss: 1.3120
Epoch 1/8... Discriminator Loss: 0.9600... Generator Loss: 1.1532
Epoch 1/8... Discriminator Loss: 1.0712... Generator Loss: 0.8798
Epoch 1/8... Discriminator Loss: 0.8218... Generator Loss: 1.2801
Epoch 1/8... Discriminator Loss: 1.0012... Generator Loss: 0.9507
Epoch 1/8... Discriminator Loss: 1.0853... Generator Loss: 1.8074
Epoch 1/8... Discriminator Loss: 0.7274... Generator Loss: 1.7813
Epoch 1/8... Discriminator Loss: 1.0842... Generator Loss: 0.7872
Epoch 1/8... Discriminator Loss: 1.1058... Generator Loss: 0.8881
Epoch 1/8... Discriminator Loss: 0.8235... Generator Loss: 1.4033
Epoch 1/8... Discriminator Loss: 1.0485... Generator Loss: 0.7808
Epoch 1/8... Discriminator Loss: 0.8257... Generator Loss: 2.0325
Epoch 1/8... Discriminator Loss: 1.1565... Generator Loss: 0.6738
Epoch 1/8... Discriminator Loss: 1.1541... Generator Loss: 1.9521
Epoch 1/8... Discriminator Loss: 1.0110... Generator Loss: 0.9305
Epoch 1/8... Discriminator Loss: 0.8478... Generator Loss: 1.2159
Epoch 1/8... Discriminator Loss: 1.0682... Generator Loss: 0.8510
Epoch 1/8... Discriminator Loss: 0.9483... Generator Loss: 1.6247
Epoch 1/8... Discriminator Loss: 0.9824... Generator Loss: 0.8897
Epoch 1/8... Discriminator Loss: 1.0221... Generator Loss: 1.6049
Epoch 1/8... Discriminator Loss: 1.0331... Generator Loss: 0.8245
Epoch 1/8... Discriminator Loss: 1.0459... Generator Loss: 0.8787
Epoch 1/8... Discriminator Loss: 1.1735... Generator Loss: 1.1047
Epoch 1/8... Discriminator Loss: 0.9790... Generator Loss: 1.6082
Epoch 1/8... Discriminator Loss: 0.9867... Generator Loss: 1.0214
Epoch 1/8... Discriminator Loss: 0.9193... Generator Loss: 1.6013
Epoch 1/8... Discriminator Loss: 1.3937... Generator Loss: 0.5115
Epoch 1/8... Discriminator Loss: 1.2830... Generator Loss: 1.4845
Epoch 1/8... Discriminator Loss: 1.1765... Generator Loss: 0.6566
Epoch 1/8... Discriminator Loss: 0.9137... Generator Loss: 1.2139
Epoch 1/8... Discriminator Loss: 1.1797... Generator Loss: 1.0408
Epoch 1/8... Discriminator Loss: 1.0026... Generator Loss: 1.1566
Epoch 1/8... Discriminator Loss: 0.8996... Generator Loss: 1.9361
Epoch 1/8... Discriminator Loss: 1.0221... Generator Loss: 0.9231
Epoch 1/8... Discriminator Loss: 0.9803... Generator Loss: 1.1230
Epoch 1/8... Discriminator Loss: 0.9897... Generator Loss: 1.6210
Epoch 1/8... Discriminator Loss: 1.3958... Generator Loss: 0.4749
Epoch 1/8... Discriminator Loss: 1.0562... Generator Loss: 0.9673
Epoch 1/8... Discriminator Loss: 0.9618... Generator Loss: 1.2519
Epoch 1/8... Discriminator Loss: 1.0284... Generator Loss: 0.8894
Epoch 1/8... Discriminator Loss: 1.0006... Generator Loss: 0.9823
Epoch 1/8... Discriminator Loss: 0.9043... Generator Loss: 1.0637
Epoch 1/8... Discriminator Loss: 1.3094... Generator Loss: 1.5916
Epoch 1/8... Discriminator Loss: 1.3116... Generator Loss: 0.5404
Epoch 1/8... Discriminator Loss: 1.0869... Generator Loss: 1.5545
Epoch 1/8... Discriminator Loss: 1.0228... Generator Loss: 0.9135
Epoch 1/8... Discriminator Loss: 0.9416... Generator Loss: 1.2495
Epoch 1/8... Discriminator Loss: 1.0745... Generator Loss: 0.8320
Epoch 1/8... Discriminator Loss: 0.7873... Generator Loss: 1.5931
Epoch 1/8... Discriminator Loss: 1.1443... Generator Loss: 0.6955
Epoch 1/8... Discriminator Loss: 1.5430... Generator Loss: 1.8570
Epoch 1/8... Discriminator Loss: 0.8371... Generator Loss: 1.2756
Epoch 1/8... Discriminator Loss: 1.0304... Generator Loss: 1.1088
Epoch 1/8... Discriminator Loss: 0.9743... Generator Loss: 1.3749
Epoch 1/8... Discriminator Loss: 0.9423... Generator Loss: 0.9618
Epoch 1/8... Discriminator Loss: 1.1363... Generator Loss: 0.9634
Epoch 1/8... Discriminator Loss: 1.0009... Generator Loss: 1.0289
Epoch 1/8... Discriminator Loss: 0.9669... Generator Loss: 1.1006
Epoch 1/8... Discriminator Loss: 0.9247... Generator Loss: 1.3962
Epoch 1/8... Discriminator Loss: 1.0564... Generator Loss: 0.7972
Epoch 1/8... Discriminator Loss: 1.1947... Generator Loss: 1.4861
Epoch 1/8... Discriminator Loss: 1.1445... Generator Loss: 0.7599
Epoch 1/8... Discriminator Loss: 1.0448... Generator Loss: 0.9581
Epoch 2/8... Discriminator Loss: 1.1299... Generator Loss: 0.7466
Epoch 2/8... Discriminator Loss: 1.0301... Generator Loss: 1.3575
Epoch 2/8... Discriminator Loss: 0.8760... Generator Loss: 1.1660
Epoch 2/8... Discriminator Loss: 0.9779... Generator Loss: 0.9868
Epoch 2/8... Discriminator Loss: 1.0947... Generator Loss: 0.8385
Epoch 2/8... Discriminator Loss: 0.9733... Generator Loss: 1.3778
Epoch 2/8... Discriminator Loss: 1.1196... Generator Loss: 0.8250
Epoch 2/8... Discriminator Loss: 1.0292... Generator Loss: 1.0043
Epoch 2/8... Discriminator Loss: 1.1519... Generator Loss: 0.7171
Epoch 2/8... Discriminator Loss: 1.0114... Generator Loss: 0.9698
Epoch 2/8... Discriminator Loss: 1.1129... Generator Loss: 0.7798
Epoch 2/8... Discriminator Loss: 0.9303... Generator Loss: 1.2827
Epoch 2/8... Discriminator Loss: 1.0269... Generator Loss: 0.8809
Epoch 2/8... Discriminator Loss: 1.0526... Generator Loss: 0.7875
Epoch 2/8... Discriminator Loss: 1.1203... Generator Loss: 1.4672
Epoch 2/8... Discriminator Loss: 1.2394... Generator Loss: 0.6033
Epoch 2/8... Discriminator Loss: 1.2148... Generator Loss: 1.7912
Epoch 2/8... Discriminator Loss: 1.5854... Generator Loss: 0.3777
Epoch 2/8... Discriminator Loss: 1.1528... Generator Loss: 0.7550
Epoch 2/8... Discriminator Loss: 1.0230... Generator Loss: 0.9367
Epoch 2/8... Discriminator Loss: 1.1390... Generator Loss: 0.7918
Epoch 2/8... Discriminator Loss: 1.2551... Generator Loss: 0.5989
Epoch 2/8... Discriminator Loss: 0.9761... Generator Loss: 1.0577
Epoch 2/8... Discriminator Loss: 1.0261... Generator Loss: 1.0405
Epoch 2/8... Discriminator Loss: 0.9318... Generator Loss: 1.1400
Epoch 2/8... Discriminator Loss: 1.0326... Generator Loss: 0.8966
Epoch 2/8... Discriminator Loss: 0.9872... Generator Loss: 1.1824
Epoch 2/8... Discriminator Loss: 0.9788... Generator Loss: 1.1102
Epoch 2/8... Discriminator Loss: 0.9188... Generator Loss: 1.0197
Epoch 2/8... Discriminator Loss: 1.0037... Generator Loss: 1.0824
Epoch 2/8... Discriminator Loss: 1.4540... Generator Loss: 0.4584
Epoch 2/8... Discriminator Loss: 1.2062... Generator Loss: 1.1171
Epoch 2/8... Discriminator Loss: 1.3010... Generator Loss: 0.5417
Epoch 2/8... Discriminator Loss: 1.0390... Generator Loss: 1.1667
Epoch 2/8... Discriminator Loss: 1.1223... Generator Loss: 0.9715
Epoch 2/8... Discriminator Loss: 1.0579... Generator Loss: 1.4775
Epoch 2/8... Discriminator Loss: 0.9147... Generator Loss: 1.1124
Epoch 2/8... Discriminator Loss: 0.8583... Generator Loss: 1.3360
Epoch 2/8... Discriminator Loss: 1.2423... Generator Loss: 0.6521
Epoch 2/8... Discriminator Loss: 1.1450... Generator Loss: 1.2137
Epoch 2/8... Discriminator Loss: 0.9905... Generator Loss: 1.2331
Epoch 2/8... Discriminator Loss: 1.0079... Generator Loss: 1.1053
Epoch 2/8... Discriminator Loss: 0.9867... Generator Loss: 0.9525
Epoch 2/8... Discriminator Loss: 1.0196... Generator Loss: 1.1993
Epoch 2/8... Discriminator Loss: 1.3021... Generator Loss: 1.6514
Epoch 2/8... Discriminator Loss: 1.3405... Generator Loss: 0.5179
Epoch 2/8... Discriminator Loss: 1.2928... Generator Loss: 1.4342
Epoch 2/8... Discriminator Loss: 1.0606... Generator Loss: 0.7818
Epoch 2/8... Discriminator Loss: 1.1863... Generator Loss: 0.6956
Epoch 2/8... Discriminator Loss: 1.1762... Generator Loss: 0.6620
Epoch 2/8... Discriminator Loss: 1.0572... Generator Loss: 1.2749
Epoch 2/8... Discriminator Loss: 1.0595... Generator Loss: 0.9486
Epoch 2/8... Discriminator Loss: 1.2057... Generator Loss: 0.6171
Epoch 2/8... Discriminator Loss: 1.1082... Generator Loss: 0.8444
Epoch 2/8... Discriminator Loss: 0.9114... Generator Loss: 1.3374
Epoch 2/8... Discriminator Loss: 1.0931... Generator Loss: 0.8169
Epoch 2/8... Discriminator Loss: 1.3215... Generator Loss: 1.5705
Epoch 2/8... Discriminator Loss: 1.0914... Generator Loss: 0.8694
Epoch 2/8... Discriminator Loss: 1.2333... Generator Loss: 0.6315
Epoch 2/8... Discriminator Loss: 1.1176... Generator Loss: 1.3037
Epoch 2/8... Discriminator Loss: 1.1604... Generator Loss: 0.7092
Epoch 2/8... Discriminator Loss: 1.1857... Generator Loss: 1.1791
Epoch 2/8... Discriminator Loss: 1.1271... Generator Loss: 0.8181
Epoch 2/8... Discriminator Loss: 0.9288... Generator Loss: 1.4339
Epoch 2/8... Discriminator Loss: 0.8636... Generator Loss: 1.1291
Epoch 2/8... Discriminator Loss: 1.0370... Generator Loss: 1.1154
Epoch 2/8... Discriminator Loss: 0.9083... Generator Loss: 1.2470
Epoch 2/8... Discriminator Loss: 1.0640... Generator Loss: 0.9758
Epoch 2/8... Discriminator Loss: 1.1709... Generator Loss: 1.2009
Epoch 2/8... Discriminator Loss: 1.1445... Generator Loss: 0.6780
Epoch 2/8... Discriminator Loss: 1.1578... Generator Loss: 0.6966
Epoch 2/8... Discriminator Loss: 1.0785... Generator Loss: 0.9637
Epoch 2/8... Discriminator Loss: 1.0645... Generator Loss: 0.8766
Epoch 2/8... Discriminator Loss: 0.8564... Generator Loss: 1.4038
Epoch 2/8... Discriminator Loss: 0.9934... Generator Loss: 1.2250
Epoch 2/8... Discriminator Loss: 1.0811... Generator Loss: 1.5185
Epoch 2/8... Discriminator Loss: 1.1628... Generator Loss: 0.6993
Epoch 2/8... Discriminator Loss: 1.2171... Generator Loss: 1.5021
Epoch 2/8... Discriminator Loss: 1.3110... Generator Loss: 0.5592
Epoch 2/8... Discriminator Loss: 1.1329... Generator Loss: 0.9570
Epoch 2/8... Discriminator Loss: 1.0624... Generator Loss: 0.9002
Epoch 2/8... Discriminator Loss: 1.0914... Generator Loss: 0.8261
Epoch 2/8... Discriminator Loss: 1.1240... Generator Loss: 0.7750
Epoch 2/8... Discriminator Loss: 1.1250... Generator Loss: 1.1060
Epoch 2/8... Discriminator Loss: 1.0491... Generator Loss: 1.0288
Epoch 2/8... Discriminator Loss: 1.0600... Generator Loss: 0.9799
Epoch 2/8... Discriminator Loss: 1.1643... Generator Loss: 0.6882
Epoch 2/8... Discriminator Loss: 1.0254... Generator Loss: 1.1722
Epoch 2/8... Discriminator Loss: 1.1808... Generator Loss: 0.7200
Epoch 2/8... Discriminator Loss: 0.9755... Generator Loss: 1.2113
Epoch 2/8... Discriminator Loss: 1.1363... Generator Loss: 0.8887
Epoch 2/8... Discriminator Loss: 1.1749... Generator Loss: 0.7133
Epoch 2/8... Discriminator Loss: 1.0929... Generator Loss: 1.3424
Epoch 2/8... Discriminator Loss: 1.1954... Generator Loss: 0.6667
Epoch 2/8... Discriminator Loss: 1.1949... Generator Loss: 1.4789
Epoch 2/8... Discriminator Loss: 1.1692... Generator Loss: 0.6811
Epoch 2/8... Discriminator Loss: 1.2088... Generator Loss: 1.2866
Epoch 2/8... Discriminator Loss: 1.1244... Generator Loss: 0.9172
Epoch 2/8... Discriminator Loss: 0.9654... Generator Loss: 1.1626
Epoch 2/8... Discriminator Loss: 1.0582... Generator Loss: 0.8245
Epoch 2/8... Discriminator Loss: 0.8165... Generator Loss: 1.3419
Epoch 2/8... Discriminator Loss: 1.1190... Generator Loss: 0.7354
Epoch 2/8... Discriminator Loss: 1.1603... Generator Loss: 0.8180
Epoch 2/8... Discriminator Loss: 1.1237... Generator Loss: 0.8538
Epoch 2/8... Discriminator Loss: 1.0817... Generator Loss: 0.8750
Epoch 2/8... Discriminator Loss: 1.0449... Generator Loss: 1.1524
Epoch 2/8... Discriminator Loss: 1.1442... Generator Loss: 0.7283
Epoch 2/8... Discriminator Loss: 1.0509... Generator Loss: 0.9623
Epoch 2/8... Discriminator Loss: 1.0212... Generator Loss: 1.0092
Epoch 2/8... Discriminator Loss: 1.1437... Generator Loss: 0.7008
Epoch 2/8... Discriminator Loss: 1.1011... Generator Loss: 0.9082
Epoch 2/8... Discriminator Loss: 0.9964... Generator Loss: 1.4956
Epoch 2/8... Discriminator Loss: 1.2741... Generator Loss: 0.5823
Epoch 2/8... Discriminator Loss: 1.1215... Generator Loss: 1.1857
Epoch 2/8... Discriminator Loss: 1.2605... Generator Loss: 0.5814
Epoch 2/8... Discriminator Loss: 1.1513... Generator Loss: 1.3240
Epoch 2/8... Discriminator Loss: 1.0841... Generator Loss: 0.9954
Epoch 2/8... Discriminator Loss: 0.9235... Generator Loss: 1.1724
Epoch 2/8... Discriminator Loss: 1.1921... Generator Loss: 0.6931
Epoch 2/8... Discriminator Loss: 1.1833... Generator Loss: 0.7061
Epoch 2/8... Discriminator Loss: 0.9718... Generator Loss: 1.1378
Epoch 2/8... Discriminator Loss: 1.0425... Generator Loss: 0.8175
Epoch 2/8... Discriminator Loss: 1.2492... Generator Loss: 0.6360
Epoch 2/8... Discriminator Loss: 1.2888... Generator Loss: 1.2676
Epoch 2/8... Discriminator Loss: 1.2834... Generator Loss: 0.5641
Epoch 2/8... Discriminator Loss: 1.1862... Generator Loss: 0.9309
Epoch 2/8... Discriminator Loss: 1.1123... Generator Loss: 0.8386
Epoch 2/8... Discriminator Loss: 1.1251... Generator Loss: 0.8428
Epoch 2/8... Discriminator Loss: 1.0632... Generator Loss: 0.8251
Epoch 2/8... Discriminator Loss: 1.0423... Generator Loss: 1.2699
Epoch 2/8... Discriminator Loss: 1.0885... Generator Loss: 1.1195
Epoch 2/8... Discriminator Loss: 1.1376... Generator Loss: 0.9754
Epoch 2/8... Discriminator Loss: 1.1637... Generator Loss: 0.9070
Epoch 2/8... Discriminator Loss: 1.0744... Generator Loss: 0.8587
Epoch 2/8... Discriminator Loss: 1.1657... Generator Loss: 1.1150
Epoch 2/8... Discriminator Loss: 1.0935... Generator Loss: 0.9680
Epoch 2/8... Discriminator Loss: 1.0144... Generator Loss: 1.3647
Epoch 2/8... Discriminator Loss: 1.0411... Generator Loss: 0.8867
Epoch 2/8... Discriminator Loss: 1.2862... Generator Loss: 1.5075
Epoch 2/8... Discriminator Loss: 1.0903... Generator Loss: 0.8612
Epoch 2/8... Discriminator Loss: 1.0776... Generator Loss: 1.0803
Epoch 2/8... Discriminator Loss: 1.0649... Generator Loss: 0.8704
Epoch 2/8... Discriminator Loss: 1.2210... Generator Loss: 1.2658
Epoch 2/8... Discriminator Loss: 1.0718... Generator Loss: 0.9232
Epoch 2/8... Discriminator Loss: 1.2433... Generator Loss: 0.6147
Epoch 2/8... Discriminator Loss: 1.2509... Generator Loss: 1.1701
Epoch 2/8... Discriminator Loss: 1.3926... Generator Loss: 0.4867
Epoch 2/8... Discriminator Loss: 1.0819... Generator Loss: 1.0144
Epoch 2/8... Discriminator Loss: 1.0118... Generator Loss: 0.9863
Epoch 2/8... Discriminator Loss: 1.1575... Generator Loss: 0.7382
Epoch 2/8... Discriminator Loss: 1.0076... Generator Loss: 1.0920
Epoch 2/8... Discriminator Loss: 1.0543... Generator Loss: 1.0197
Epoch 2/8... Discriminator Loss: 1.0594... Generator Loss: 1.3559
Epoch 2/8... Discriminator Loss: 1.2800... Generator Loss: 0.5877
Epoch 2/8... Discriminator Loss: 1.0814... Generator Loss: 1.0885
Epoch 2/8... Discriminator Loss: 1.0833... Generator Loss: 0.7821
Epoch 2/8... Discriminator Loss: 1.0743... Generator Loss: 1.0178
Epoch 2/8... Discriminator Loss: 0.9741... Generator Loss: 1.0754
Epoch 2/8... Discriminator Loss: 1.0146... Generator Loss: 1.0086
Epoch 2/8... Discriminator Loss: 1.0070... Generator Loss: 1.2043
Epoch 2/8... Discriminator Loss: 1.1311... Generator Loss: 0.9057
Epoch 2/8... Discriminator Loss: 1.0374... Generator Loss: 1.0136
Epoch 2/8... Discriminator Loss: 1.1567... Generator Loss: 0.8582
Epoch 2/8... Discriminator Loss: 1.1821... Generator Loss: 0.7092
Epoch 2/8... Discriminator Loss: 1.0156... Generator Loss: 1.2568
Epoch 2/8... Discriminator Loss: 1.1020... Generator Loss: 0.8050
Epoch 2/8... Discriminator Loss: 1.1392... Generator Loss: 0.7822
Epoch 2/8... Discriminator Loss: 1.0601... Generator Loss: 1.0600
Epoch 2/8... Discriminator Loss: 0.9051... Generator Loss: 1.6240
Epoch 2/8... Discriminator Loss: 1.5263... Generator Loss: 0.3898
Epoch 2/8... Discriminator Loss: 1.1525... Generator Loss: 1.2047
Epoch 2/8... Discriminator Loss: 1.0385... Generator Loss: 0.9814
Epoch 2/8... Discriminator Loss: 0.7994... Generator Loss: 1.5329
Epoch 2/8... Discriminator Loss: 1.1545... Generator Loss: 0.7096
Epoch 2/8... Discriminator Loss: 1.1018... Generator Loss: 1.5803
Epoch 2/8... Discriminator Loss: 1.1248... Generator Loss: 0.7742
Epoch 2/8... Discriminator Loss: 1.0333... Generator Loss: 0.9139
Epoch 2/8... Discriminator Loss: 1.1253... Generator Loss: 1.1300
Epoch 2/8... Discriminator Loss: 1.2028... Generator Loss: 0.7941
Epoch 2/8... Discriminator Loss: 1.0786... Generator Loss: 0.9560
Epoch 2/8... Discriminator Loss: 1.1969... Generator Loss: 0.8271
Epoch 2/8... Discriminator Loss: 1.1847... Generator Loss: 0.7394
Epoch 2/8... Discriminator Loss: 1.1148... Generator Loss: 1.0078
Epoch 2/8... Discriminator Loss: 1.1046... Generator Loss: 0.9237
Epoch 2/8... Discriminator Loss: 1.1145... Generator Loss: 0.9186
Epoch 2/8... Discriminator Loss: 1.3162... Generator Loss: 0.5672
Epoch 2/8... Discriminator Loss: 1.1323... Generator Loss: 1.2428
Epoch 2/8... Discriminator Loss: 1.0832... Generator Loss: 1.0524
Epoch 2/8... Discriminator Loss: 1.0952... Generator Loss: 0.8945
Epoch 2/8... Discriminator Loss: 0.9976... Generator Loss: 1.0014
Epoch 2/8... Discriminator Loss: 1.1293... Generator Loss: 1.0168
Epoch 2/8... Discriminator Loss: 1.3776... Generator Loss: 0.4988
Epoch 2/8... Discriminator Loss: 1.2653... Generator Loss: 1.3563
Epoch 2/8... Discriminator Loss: 1.1225... Generator Loss: 0.8554
Epoch 2/8... Discriminator Loss: 1.0822... Generator Loss: 0.8044
Epoch 2/8... Discriminator Loss: 1.2365... Generator Loss: 0.6923
Epoch 2/8... Discriminator Loss: 1.2668... Generator Loss: 0.6264
Epoch 2/8... Discriminator Loss: 1.2124... Generator Loss: 0.7140
Epoch 2/8... Discriminator Loss: 1.1008... Generator Loss: 0.8683
Epoch 2/8... Discriminator Loss: 1.2494... Generator Loss: 0.6334
Epoch 2/8... Discriminator Loss: 1.1515... Generator Loss: 0.8127
Epoch 2/8... Discriminator Loss: 1.1609... Generator Loss: 0.9112
Epoch 2/8... Discriminator Loss: 1.1853... Generator Loss: 0.8995
Epoch 2/8... Discriminator Loss: 1.1948... Generator Loss: 0.8208
Epoch 2/8... Discriminator Loss: 1.1727... Generator Loss: 1.0688
Epoch 2/8... Discriminator Loss: 1.0958... Generator Loss: 1.0999
Epoch 2/8... Discriminator Loss: 1.0613... Generator Loss: 0.9872
Epoch 2/8... Discriminator Loss: 1.1420... Generator Loss: 0.9924
Epoch 2/8... Discriminator Loss: 1.1299... Generator Loss: 0.9470
Epoch 2/8... Discriminator Loss: 1.1492... Generator Loss: 0.8053
Epoch 2/8... Discriminator Loss: 1.1012... Generator Loss: 1.6797
Epoch 2/8... Discriminator Loss: 1.3829... Generator Loss: 0.5168
Epoch 2/8... Discriminator Loss: 1.1944... Generator Loss: 0.9524
Epoch 2/8... Discriminator Loss: 1.2380... Generator Loss: 1.1857
Epoch 2/8... Discriminator Loss: 1.1913... Generator Loss: 0.7487
Epoch 2/8... Discriminator Loss: 1.0808... Generator Loss: 0.9226
Epoch 2/8... Discriminator Loss: 1.1107... Generator Loss: 1.0347
Epoch 2/8... Discriminator Loss: 1.1627... Generator Loss: 0.8428
Epoch 2/8... Discriminator Loss: 1.1348... Generator Loss: 0.8601
Epoch 2/8... Discriminator Loss: 1.1300... Generator Loss: 0.8248
Epoch 2/8... Discriminator Loss: 1.1336... Generator Loss: 1.4917
Epoch 2/8... Discriminator Loss: 1.1814... Generator Loss: 0.8520
Epoch 2/8... Discriminator Loss: 1.2547... Generator Loss: 0.6082
Epoch 2/8... Discriminator Loss: 1.1285... Generator Loss: 0.9814
Epoch 2/8... Discriminator Loss: 1.1535... Generator Loss: 0.7355
Epoch 2/8... Discriminator Loss: 1.2319... Generator Loss: 0.8118
Epoch 2/8... Discriminator Loss: 1.1775... Generator Loss: 1.0128
Epoch 2/8... Discriminator Loss: 1.3568... Generator Loss: 0.5526
Epoch 2/8... Discriminator Loss: 1.0681... Generator Loss: 1.2346
Epoch 2/8... Discriminator Loss: 1.3004... Generator Loss: 0.6535
Epoch 2/8... Discriminator Loss: 1.1270... Generator Loss: 1.0212
Epoch 2/8... Discriminator Loss: 1.2657... Generator Loss: 0.6754
Epoch 2/8... Discriminator Loss: 1.1637... Generator Loss: 0.8740
Epoch 2/8... Discriminator Loss: 1.2392... Generator Loss: 0.6900
Epoch 2/8... Discriminator Loss: 1.1603... Generator Loss: 0.7651
Epoch 2/8... Discriminator Loss: 1.0922... Generator Loss: 1.1167
Epoch 2/8... Discriminator Loss: 1.1348... Generator Loss: 0.9600
Epoch 2/8... Discriminator Loss: 1.2140... Generator Loss: 0.6518
Epoch 2/8... Discriminator Loss: 1.1171... Generator Loss: 1.1869
Epoch 2/8... Discriminator Loss: 1.2084... Generator Loss: 0.6587
Epoch 2/8... Discriminator Loss: 1.3057... Generator Loss: 0.6170
Epoch 2/8... Discriminator Loss: 1.2409... Generator Loss: 0.7406
Epoch 2/8... Discriminator Loss: 1.1654... Generator Loss: 1.2551
Epoch 2/8... Discriminator Loss: 1.2795... Generator Loss: 0.6189
Epoch 2/8... Discriminator Loss: 1.1543... Generator Loss: 1.1550
Epoch 2/8... Discriminator Loss: 1.1618... Generator Loss: 0.9465
Epoch 2/8... Discriminator Loss: 1.0871... Generator Loss: 1.0443
Epoch 2/8... Discriminator Loss: 1.2769... Generator Loss: 1.5967
Epoch 2/8... Discriminator Loss: 1.3734... Generator Loss: 0.5335
Epoch 2/8... Discriminator Loss: 1.0920... Generator Loss: 1.1538
Epoch 2/8... Discriminator Loss: 1.1242... Generator Loss: 0.8192
Epoch 2/8... Discriminator Loss: 1.1993... Generator Loss: 0.8622
Epoch 2/8... Discriminator Loss: 1.2217... Generator Loss: 0.8270
Epoch 2/8... Discriminator Loss: 1.0250... Generator Loss: 1.1384
Epoch 2/8... Discriminator Loss: 1.1424... Generator Loss: 1.0547
Epoch 2/8... Discriminator Loss: 1.1409... Generator Loss: 0.8314
Epoch 2/8... Discriminator Loss: 0.9286... Generator Loss: 1.4350
Epoch 2/8... Discriminator Loss: 1.2422... Generator Loss: 0.6744
Epoch 2/8... Discriminator Loss: 1.3073... Generator Loss: 1.2648
Epoch 2/8... Discriminator Loss: 1.3734... Generator Loss: 0.5327
Epoch 2/8... Discriminator Loss: 1.2461... Generator Loss: 0.7125
Epoch 2/8... Discriminator Loss: 1.1991... Generator Loss: 1.0438
Epoch 2/8... Discriminator Loss: 1.1641... Generator Loss: 0.7880
Epoch 2/8... Discriminator Loss: 1.1234... Generator Loss: 0.8488
Epoch 2/8... Discriminator Loss: 1.1852... Generator Loss: 0.7546
Epoch 2/8... Discriminator Loss: 1.1151... Generator Loss: 0.8640
Epoch 2/8... Discriminator Loss: 1.3219... Generator Loss: 0.5892
Epoch 2/8... Discriminator Loss: 1.1978... Generator Loss: 0.8160
Epoch 2/8... Discriminator Loss: 1.1071... Generator Loss: 1.0824
Epoch 2/8... Discriminator Loss: 1.3282... Generator Loss: 0.5608
Epoch 2/8... Discriminator Loss: 1.1958... Generator Loss: 0.9038
Epoch 2/8... Discriminator Loss: 1.1297... Generator Loss: 0.9187
Epoch 2/8... Discriminator Loss: 1.2647... Generator Loss: 0.6275
Epoch 2/8... Discriminator Loss: 1.2978... Generator Loss: 1.3974
Epoch 2/8... Discriminator Loss: 1.2156... Generator Loss: 0.8106
Epoch 2/8... Discriminator Loss: 1.2976... Generator Loss: 0.6409
Epoch 2/8... Discriminator Loss: 1.1820... Generator Loss: 0.7279
Epoch 2/8... Discriminator Loss: 1.2443... Generator Loss: 0.7617
Epoch 2/8... Discriminator Loss: 1.2342... Generator Loss: 0.6540
Epoch 2/8... Discriminator Loss: 1.2254... Generator Loss: 0.7005
Epoch 2/8... Discriminator Loss: 1.2352... Generator Loss: 0.7426
Epoch 2/8... Discriminator Loss: 1.1802... Generator Loss: 0.9083
Epoch 2/8... Discriminator Loss: 1.2625... Generator Loss: 0.7742
Epoch 2/8... Discriminator Loss: 1.1491... Generator Loss: 0.8714
Epoch 2/8... Discriminator Loss: 1.1872... Generator Loss: 0.8713
Epoch 2/8... Discriminator Loss: 1.1706... Generator Loss: 0.9912
Epoch 2/8... Discriminator Loss: 1.2589... Generator Loss: 0.6747
Epoch 2/8... Discriminator Loss: 1.1690... Generator Loss: 0.7441
Epoch 2/8... Discriminator Loss: 1.1899... Generator Loss: 0.7947
Epoch 2/8... Discriminator Loss: 1.1506... Generator Loss: 0.8798
Epoch 2/8... Discriminator Loss: 1.2191... Generator Loss: 0.7550
Epoch 2/8... Discriminator Loss: 1.3867... Generator Loss: 0.5443
Epoch 2/8... Discriminator Loss: 1.0896... Generator Loss: 0.9905
Epoch 2/8... Discriminator Loss: 1.1746... Generator Loss: 1.0236
Epoch 2/8... Discriminator Loss: 1.0919... Generator Loss: 0.8811
Epoch 2/8... Discriminator Loss: 1.3006... Generator Loss: 0.5682
Epoch 2/8... Discriminator Loss: 1.0580... Generator Loss: 1.1471
Epoch 2/8... Discriminator Loss: 1.2300... Generator Loss: 0.8680
Epoch 2/8... Discriminator Loss: 1.1845... Generator Loss: 0.8333
Epoch 2/8... Discriminator Loss: 1.2250... Generator Loss: 1.0805
Epoch 2/8... Discriminator Loss: 1.2735... Generator Loss: 0.6585
Epoch 2/8... Discriminator Loss: 1.1827... Generator Loss: 0.8459
Epoch 2/8... Discriminator Loss: 1.2159... Generator Loss: 0.7240
Epoch 2/8... Discriminator Loss: 1.1929... Generator Loss: 1.1751
Epoch 2/8... Discriminator Loss: 1.2034... Generator Loss: 0.6824
Epoch 2/8... Discriminator Loss: 1.1657... Generator Loss: 1.2578
Epoch 2/8... Discriminator Loss: 1.3337... Generator Loss: 0.5285
Epoch 2/8... Discriminator Loss: 1.1355... Generator Loss: 0.9825
Epoch 2/8... Discriminator Loss: 1.2500... Generator Loss: 0.7807
Epoch 2/8... Discriminator Loss: 1.3425... Generator Loss: 0.5644
Epoch 2/8... Discriminator Loss: 1.2250... Generator Loss: 1.2127
Epoch 2/8... Discriminator Loss: 1.2493... Generator Loss: 0.6419
Epoch 2/8... Discriminator Loss: 1.0712... Generator Loss: 0.8981
Epoch 2/8... Discriminator Loss: 1.2702... Generator Loss: 0.6682
Epoch 2/8... Discriminator Loss: 1.2097... Generator Loss: 0.7393
Epoch 2/8... Discriminator Loss: 1.1833... Generator Loss: 1.0688
Epoch 2/8... Discriminator Loss: 1.1608... Generator Loss: 0.8120
Epoch 2/8... Discriminator Loss: 1.1734... Generator Loss: 1.1836
Epoch 2/8... Discriminator Loss: 1.3902... Generator Loss: 0.4893
Epoch 2/8... Discriminator Loss: 1.1897... Generator Loss: 0.8902
Epoch 2/8... Discriminator Loss: 1.2351... Generator Loss: 0.6953
Epoch 2/8... Discriminator Loss: 1.1120... Generator Loss: 0.8832
Epoch 2/8... Discriminator Loss: 1.3263... Generator Loss: 0.6744
Epoch 2/8... Discriminator Loss: 1.3125... Generator Loss: 0.5611
Epoch 2/8... Discriminator Loss: 1.2878... Generator Loss: 1.3172
Epoch 2/8... Discriminator Loss: 1.2999... Generator Loss: 0.5761
Epoch 2/8... Discriminator Loss: 1.2132... Generator Loss: 1.0027
Epoch 2/8... Discriminator Loss: 1.2683... Generator Loss: 0.6934
Epoch 2/8... Discriminator Loss: 1.2828... Generator Loss: 0.6003
Epoch 2/8... Discriminator Loss: 1.2634... Generator Loss: 0.7284
Epoch 2/8... Discriminator Loss: 1.2060... Generator Loss: 1.1684
Epoch 2/8... Discriminator Loss: 1.1287... Generator Loss: 0.9368
Epoch 2/8... Discriminator Loss: 1.1480... Generator Loss: 0.8706
Epoch 2/8... Discriminator Loss: 1.1521... Generator Loss: 0.9489
Epoch 2/8... Discriminator Loss: 1.1645... Generator Loss: 0.8289
Epoch 2/8... Discriminator Loss: 1.3705... Generator Loss: 0.5792
Epoch 2/8... Discriminator Loss: 1.1914... Generator Loss: 0.8744
Epoch 2/8... Discriminator Loss: 1.2763... Generator Loss: 0.6559
Epoch 2/8... Discriminator Loss: 1.2353... Generator Loss: 0.7200
Epoch 2/8... Discriminator Loss: 1.2299... Generator Loss: 0.7625
Epoch 2/8... Discriminator Loss: 1.1694... Generator Loss: 1.0549
Epoch 2/8... Discriminator Loss: 1.2477... Generator Loss: 0.6559
Epoch 2/8... Discriminator Loss: 1.2273... Generator Loss: 0.7579
Epoch 2/8... Discriminator Loss: 1.1988... Generator Loss: 0.8611
Epoch 2/8... Discriminator Loss: 1.2181... Generator Loss: 0.7603
Epoch 2/8... Discriminator Loss: 1.2326... Generator Loss: 0.7246
Epoch 2/8... Discriminator Loss: 1.2069... Generator Loss: 0.7400
Epoch 2/8... Discriminator Loss: 1.1297... Generator Loss: 0.9701
Epoch 2/8... Discriminator Loss: 1.0983... Generator Loss: 1.5197
Epoch 2/8... Discriminator Loss: 1.5505... Generator Loss: 0.3867
Epoch 2/8... Discriminator Loss: 1.2722... Generator Loss: 0.7550
Epoch 2/8... Discriminator Loss: 1.1536... Generator Loss: 0.9652
Epoch 2/8... Discriminator Loss: 1.2209... Generator Loss: 0.8056
Epoch 2/8... Discriminator Loss: 1.2526... Generator Loss: 0.7096
Epoch 2/8... Discriminator Loss: 1.1415... Generator Loss: 0.9401
Epoch 2/8... Discriminator Loss: 1.2285... Generator Loss: 0.7177
Epoch 2/8... Discriminator Loss: 1.2739... Generator Loss: 0.6776
Epoch 2/8... Discriminator Loss: 1.1804... Generator Loss: 1.0062
Epoch 2/8... Discriminator Loss: 1.2974... Generator Loss: 0.7316
Epoch 2/8... Discriminator Loss: 1.2735... Generator Loss: 0.7571
Epoch 2/8... Discriminator Loss: 1.2733... Generator Loss: 0.8190
Epoch 2/8... Discriminator Loss: 1.2795... Generator Loss: 0.6072
Epoch 2/8... Discriminator Loss: 1.1386... Generator Loss: 0.8492
Epoch 2/8... Discriminator Loss: 1.1472... Generator Loss: 0.8840
Epoch 2/8... Discriminator Loss: 1.2212... Generator Loss: 0.6924
Epoch 2/8... Discriminator Loss: 1.0353... Generator Loss: 1.1318
Epoch 2/8... Discriminator Loss: 1.2540... Generator Loss: 0.8158
Epoch 2/8... Discriminator Loss: 1.1903... Generator Loss: 0.7880
Epoch 2/8... Discriminator Loss: 1.3177... Generator Loss: 0.9943
Epoch 2/8... Discriminator Loss: 1.2506... Generator Loss: 0.6992
Epoch 2/8... Discriminator Loss: 1.2318... Generator Loss: 0.8985
Epoch 2/8... Discriminator Loss: 1.2362... Generator Loss: 0.7489
Epoch 2/8... Discriminator Loss: 1.2526... Generator Loss: 0.8275
Epoch 2/8... Discriminator Loss: 1.1910... Generator Loss: 0.7950
Epoch 2/8... Discriminator Loss: 1.2818... Generator Loss: 0.6463
Epoch 2/8... Discriminator Loss: 1.2327... Generator Loss: 0.9610
Epoch 2/8... Discriminator Loss: 1.0705... Generator Loss: 0.9206
Epoch 2/8... Discriminator Loss: 1.2332... Generator Loss: 1.0805
Epoch 2/8... Discriminator Loss: 1.1071... Generator Loss: 1.1509
Epoch 2/8... Discriminator Loss: 1.4728... Generator Loss: 0.4823
Epoch 2/8... Discriminator Loss: 1.2638... Generator Loss: 0.8674
Epoch 2/8... Discriminator Loss: 1.2918... Generator Loss: 0.6685
Epoch 2/8... Discriminator Loss: 1.1968... Generator Loss: 1.0547
Epoch 2/8... Discriminator Loss: 1.3682... Generator Loss: 0.5580
Epoch 2/8... Discriminator Loss: 1.1969... Generator Loss: 0.7512
Epoch 2/8... Discriminator Loss: 1.3198... Generator Loss: 0.6592
Epoch 2/8... Discriminator Loss: 1.1561... Generator Loss: 0.8402
Epoch 2/8... Discriminator Loss: 1.2742... Generator Loss: 0.7266
Epoch 2/8... Discriminator Loss: 1.2358... Generator Loss: 1.1125
Epoch 2/8... Discriminator Loss: 1.2445... Generator Loss: 0.7974
Epoch 2/8... Discriminator Loss: 1.2499... Generator Loss: 0.6804
Epoch 2/8... Discriminator Loss: 1.1314... Generator Loss: 0.9384
Epoch 2/8... Discriminator Loss: 1.2043... Generator Loss: 0.8396
Epoch 2/8... Discriminator Loss: 1.1697... Generator Loss: 0.9141
Epoch 2/8... Discriminator Loss: 1.2398... Generator Loss: 0.9560
Epoch 2/8... Discriminator Loss: 1.2201... Generator Loss: 0.8783
Epoch 2/8... Discriminator Loss: 1.3134... Generator Loss: 0.5765
Epoch 2/8... Discriminator Loss: 1.2501... Generator Loss: 1.1496
Epoch 2/8... Discriminator Loss: 1.2392... Generator Loss: 0.7560
Epoch 2/8... Discriminator Loss: 1.1712... Generator Loss: 0.8601
Epoch 2/8... Discriminator Loss: 1.2368... Generator Loss: 0.7338
Epoch 2/8... Discriminator Loss: 1.2139... Generator Loss: 0.9174
Epoch 2/8... Discriminator Loss: 1.1935... Generator Loss: 0.7865
Epoch 2/8... Discriminator Loss: 1.0974... Generator Loss: 1.1129
Epoch 2/8... Discriminator Loss: 1.3067... Generator Loss: 0.5757
Epoch 2/8... Discriminator Loss: 1.3717... Generator Loss: 0.7034
Epoch 2/8... Discriminator Loss: 1.1871... Generator Loss: 0.9306
Epoch 2/8... Discriminator Loss: 1.2145... Generator Loss: 0.8832
Epoch 2/8... Discriminator Loss: 1.2430... Generator Loss: 0.8067
Epoch 2/8... Discriminator Loss: 1.2161... Generator Loss: 0.7353
Epoch 2/8... Discriminator Loss: 1.2253... Generator Loss: 0.8166
Epoch 2/8... Discriminator Loss: 1.1776... Generator Loss: 1.0510
Epoch 2/8... Discriminator Loss: 1.2685... Generator Loss: 0.8103
Epoch 2/8... Discriminator Loss: 1.2796... Generator Loss: 0.7504
Epoch 2/8... Discriminator Loss: 1.1362... Generator Loss: 1.2149
Epoch 2/8... Discriminator Loss: 1.2753... Generator Loss: 0.6428
Epoch 2/8... Discriminator Loss: 1.2418... Generator Loss: 0.7861
Epoch 2/8... Discriminator Loss: 1.2581... Generator Loss: 0.7642
Epoch 2/8... Discriminator Loss: 1.2654... Generator Loss: 0.6789
Epoch 2/8... Discriminator Loss: 1.2644... Generator Loss: 0.7866
Epoch 2/8... Discriminator Loss: 1.2489... Generator Loss: 0.9408
Epoch 2/8... Discriminator Loss: 1.2061... Generator Loss: 0.8312
Epoch 2/8... Discriminator Loss: 1.2274... Generator Loss: 0.8868
Epoch 2/8... Discriminator Loss: 1.1963... Generator Loss: 0.7943
Epoch 2/8... Discriminator Loss: 1.2193... Generator Loss: 0.6950
Epoch 2/8... Discriminator Loss: 1.3202... Generator Loss: 0.6848
Epoch 2/8... Discriminator Loss: 1.3042... Generator Loss: 0.6306
Epoch 2/8... Discriminator Loss: 1.2697... Generator Loss: 0.8094
Epoch 2/8... Discriminator Loss: 1.2750... Generator Loss: 0.8304
Epoch 2/8... Discriminator Loss: 1.2188... Generator Loss: 0.8292
Epoch 2/8... Discriminator Loss: 1.3056... Generator Loss: 0.6336
Epoch 2/8... Discriminator Loss: 1.2536... Generator Loss: 0.8227
Epoch 2/8... Discriminator Loss: 1.2519... Generator Loss: 0.9454
Epoch 2/8... Discriminator Loss: 1.2361... Generator Loss: 0.6982
Epoch 2/8... Discriminator Loss: 1.3175... Generator Loss: 0.7828
Epoch 2/8... Discriminator Loss: 1.1936... Generator Loss: 0.9848
Epoch 2/8... Discriminator Loss: 1.3440... Generator Loss: 0.5924
Epoch 2/8... Discriminator Loss: 1.2336... Generator Loss: 0.8251
Epoch 2/8... Discriminator Loss: 1.2809... Generator Loss: 0.6938
Epoch 2/8... Discriminator Loss: 1.2854... Generator Loss: 0.7455
Epoch 2/8... Discriminator Loss: 1.2534... Generator Loss: 1.1802
Epoch 2/8... Discriminator Loss: 1.1761... Generator Loss: 0.8806
Epoch 2/8... Discriminator Loss: 1.2084... Generator Loss: 0.8338
Epoch 2/8... Discriminator Loss: 1.2960... Generator Loss: 0.8211
Epoch 2/8... Discriminator Loss: 1.2524... Generator Loss: 0.6835
Epoch 2/8... Discriminator Loss: 1.2706... Generator Loss: 0.8013
Epoch 2/8... Discriminator Loss: 1.2863... Generator Loss: 0.7087
Epoch 2/8... Discriminator Loss: 1.2557... Generator Loss: 0.6894
Epoch 2/8... Discriminator Loss: 1.2767... Generator Loss: 1.2290
Epoch 2/8... Discriminator Loss: 1.2005... Generator Loss: 0.8303
Epoch 2/8... Discriminator Loss: 1.2546... Generator Loss: 0.7871
Epoch 2/8... Discriminator Loss: 1.2652... Generator Loss: 0.8659
Epoch 2/8... Discriminator Loss: 1.2961... Generator Loss: 0.6855
Epoch 2/8... Discriminator Loss: 1.1955... Generator Loss: 0.7860
Epoch 2/8... Discriminator Loss: 1.1867... Generator Loss: 0.7881
Epoch 2/8... Discriminator Loss: 1.2418... Generator Loss: 0.7936
Epoch 2/8... Discriminator Loss: 1.2395... Generator Loss: 0.7218
Epoch 2/8... Discriminator Loss: 1.4469... Generator Loss: 0.5005
Epoch 2/8... Discriminator Loss: 1.3297... Generator Loss: 1.1050
Epoch 2/8... Discriminator Loss: 1.2238... Generator Loss: 0.7418
Epoch 2/8... Discriminator Loss: 1.2617... Generator Loss: 0.8062
Epoch 2/8... Discriminator Loss: 1.3717... Generator Loss: 0.6831
Epoch 2/8... Discriminator Loss: 1.2204... Generator Loss: 1.0044
Epoch 2/8... Discriminator Loss: 1.2185... Generator Loss: 1.1187
Epoch 2/8... Discriminator Loss: 1.3130... Generator Loss: 0.6245
Epoch 2/8... Discriminator Loss: 1.2412... Generator Loss: 0.7957
Epoch 2/8... Discriminator Loss: 1.2882... Generator Loss: 0.7914
Epoch 2/8... Discriminator Loss: 1.2198... Generator Loss: 0.7320
Epoch 2/8... Discriminator Loss: 1.1849... Generator Loss: 0.7298
Epoch 2/8... Discriminator Loss: 1.3158... Generator Loss: 0.6719
Epoch 2/8... Discriminator Loss: 1.2820... Generator Loss: 0.9898
Epoch 2/8... Discriminator Loss: 1.2131... Generator Loss: 0.9648
Epoch 2/8... Discriminator Loss: 1.3093... Generator Loss: 0.6019
Epoch 2/8... Discriminator Loss: 1.2511... Generator Loss: 0.8126
Epoch 2/8... Discriminator Loss: 1.2345... Generator Loss: 0.8703
Epoch 2/8... Discriminator Loss: 1.2578... Generator Loss: 0.7206
Epoch 2/8... Discriminator Loss: 1.1653... Generator Loss: 0.8628
Epoch 2/8... Discriminator Loss: 1.1676... Generator Loss: 1.0629
Epoch 2/8... Discriminator Loss: 1.3230... Generator Loss: 0.6536
Epoch 2/8... Discriminator Loss: 1.2188... Generator Loss: 1.0858
Epoch 2/8... Discriminator Loss: 1.2942... Generator Loss: 0.6761
Epoch 2/8... Discriminator Loss: 1.2376... Generator Loss: 0.8076
Epoch 2/8... Discriminator Loss: 1.2592... Generator Loss: 0.8928
Epoch 2/8... Discriminator Loss: 1.2352... Generator Loss: 0.7034
Epoch 2/8... Discriminator Loss: 1.2771... Generator Loss: 0.9495
Epoch 2/8... Discriminator Loss: 1.2500... Generator Loss: 0.9386
Epoch 2/8... Discriminator Loss: 1.3353... Generator Loss: 0.6600
Epoch 2/8... Discriminator Loss: 1.3095... Generator Loss: 0.6381
Epoch 2/8... Discriminator Loss: 1.2203... Generator Loss: 0.9418
Epoch 2/8... Discriminator Loss: 1.3064... Generator Loss: 0.6573
Epoch 2/8... Discriminator Loss: 1.3045... Generator Loss: 0.7112
Epoch 2/8... Discriminator Loss: 1.2977... Generator Loss: 0.8174
Epoch 2/8... Discriminator Loss: 1.2721... Generator Loss: 0.7375
Epoch 2/8... Discriminator Loss: 1.4066... Generator Loss: 0.6027
Epoch 2/8... Discriminator Loss: 1.2373... Generator Loss: 0.8338
Epoch 2/8... Discriminator Loss: 1.1521... Generator Loss: 0.9146
Epoch 2/8... Discriminator Loss: 1.3271... Generator Loss: 0.6128
Epoch 2/8... Discriminator Loss: 1.3339... Generator Loss: 0.7962
Epoch 2/8... Discriminator Loss: 1.2439... Generator Loss: 0.7427
Epoch 2/8... Discriminator Loss: 1.2993... Generator Loss: 0.8369
Epoch 2/8... Discriminator Loss: 1.2784... Generator Loss: 0.7336
Epoch 2/8... Discriminator Loss: 1.2615... Generator Loss: 0.7851
Epoch 2/8... Discriminator Loss: 1.1707... Generator Loss: 0.8540
Epoch 2/8... Discriminator Loss: 1.2985... Generator Loss: 0.9392
Epoch 2/8... Discriminator Loss: 1.3923... Generator Loss: 0.5707
Epoch 2/8... Discriminator Loss: 1.2520... Generator Loss: 1.1280
Epoch 2/8... Discriminator Loss: 1.3017... Generator Loss: 0.6692
Epoch 2/8... Discriminator Loss: 1.2332... Generator Loss: 0.7552
Epoch 2/8... Discriminator Loss: 1.3152... Generator Loss: 0.6291
Epoch 2/8... Discriminator Loss: 1.2788... Generator Loss: 0.7003
Epoch 2/8... Discriminator Loss: 1.1851... Generator Loss: 0.8124
Epoch 2/8... Discriminator Loss: 1.2368... Generator Loss: 0.8713
Epoch 2/8... Discriminator Loss: 1.2219... Generator Loss: 0.9712
Epoch 2/8... Discriminator Loss: 1.1896... Generator Loss: 0.8705
Epoch 2/8... Discriminator Loss: 1.1386... Generator Loss: 0.8964
Epoch 2/8... Discriminator Loss: 1.3011... Generator Loss: 0.7333
Epoch 2/8... Discriminator Loss: 1.1106... Generator Loss: 1.0529
Epoch 2/8... Discriminator Loss: 1.4330... Generator Loss: 0.5480
Epoch 2/8... Discriminator Loss: 1.3055... Generator Loss: 0.6725
Epoch 2/8... Discriminator Loss: 1.3100... Generator Loss: 0.6795
Epoch 2/8... Discriminator Loss: 1.2311... Generator Loss: 0.8378
Epoch 2/8... Discriminator Loss: 1.4270... Generator Loss: 0.5744
Epoch 2/8... Discriminator Loss: 1.2671... Generator Loss: 0.8186
Epoch 2/8... Discriminator Loss: 1.3684... Generator Loss: 0.5500
Epoch 2/8... Discriminator Loss: 1.2675... Generator Loss: 0.8641
Epoch 2/8... Discriminator Loss: 1.3193... Generator Loss: 0.6384
Epoch 2/8... Discriminator Loss: 1.2307... Generator Loss: 0.9608
Epoch 2/8... Discriminator Loss: 1.2478... Generator Loss: 0.7396
Epoch 2/8... Discriminator Loss: 1.3021... Generator Loss: 0.7552
Epoch 2/8... Discriminator Loss: 1.2666... Generator Loss: 0.7209
Epoch 2/8... Discriminator Loss: 1.1719... Generator Loss: 0.8886
Epoch 2/8... Discriminator Loss: 1.2306... Generator Loss: 0.6902
Epoch 2/8... Discriminator Loss: 1.1783... Generator Loss: 0.9050
Epoch 2/8... Discriminator Loss: 1.2393... Generator Loss: 0.8548
Epoch 2/8... Discriminator Loss: 1.2565... Generator Loss: 0.7760
Epoch 2/8... Discriminator Loss: 1.2356... Generator Loss: 0.9712
Epoch 2/8... Discriminator Loss: 1.4394... Generator Loss: 0.4886
Epoch 2/8... Discriminator Loss: 1.3895... Generator Loss: 1.1390
Epoch 2/8... Discriminator Loss: 1.2654... Generator Loss: 0.7964
Epoch 2/8... Discriminator Loss: 1.2603... Generator Loss: 0.7685
Epoch 2/8... Discriminator Loss: 1.3604... Generator Loss: 0.9215
Epoch 2/8... Discriminator Loss: 1.2500... Generator Loss: 0.8664
Epoch 2/8... Discriminator Loss: 1.2777... Generator Loss: 0.7499
Epoch 2/8... Discriminator Loss: 1.2580... Generator Loss: 0.7578
Epoch 2/8... Discriminator Loss: 1.2256... Generator Loss: 0.8552
Epoch 2/8... Discriminator Loss: 1.3335... Generator Loss: 0.7836
Epoch 2/8... Discriminator Loss: 1.2979... Generator Loss: 0.7865
Epoch 2/8... Discriminator Loss: 1.2505... Generator Loss: 0.7109
Epoch 2/8... Discriminator Loss: 1.3203... Generator Loss: 0.8396
Epoch 2/8... Discriminator Loss: 1.2766... Generator Loss: 0.6608
Epoch 2/8... Discriminator Loss: 1.1533... Generator Loss: 1.0124
Epoch 2/8... Discriminator Loss: 1.2252... Generator Loss: 0.7765
Epoch 2/8... Discriminator Loss: 1.1877... Generator Loss: 0.8328
Epoch 2/8... Discriminator Loss: 1.3220... Generator Loss: 0.6863
Epoch 2/8... Discriminator Loss: 1.2659... Generator Loss: 0.8503
Epoch 2/8... Discriminator Loss: 1.3647... Generator Loss: 0.6581
Epoch 2/8... Discriminator Loss: 1.2624... Generator Loss: 0.7393
Epoch 2/8... Discriminator Loss: 1.2923... Generator Loss: 0.6652
Epoch 2/8... Discriminator Loss: 1.3397... Generator Loss: 0.9753
Epoch 2/8... Discriminator Loss: 1.3008... Generator Loss: 0.6938
Epoch 2/8... Discriminator Loss: 1.2892... Generator Loss: 0.8129
Epoch 2/8... Discriminator Loss: 1.3242... Generator Loss: 0.7520
Epoch 2/8... Discriminator Loss: 1.2896... Generator Loss: 0.8459
Epoch 2/8... Discriminator Loss: 1.2680... Generator Loss: 0.8019
Epoch 2/8... Discriminator Loss: 1.3187... Generator Loss: 0.6753
Epoch 2/8... Discriminator Loss: 1.2444... Generator Loss: 0.7257
Epoch 2/8... Discriminator Loss: 1.2536... Generator Loss: 0.8415
Epoch 2/8... Discriminator Loss: 1.2302... Generator Loss: 0.7773
Epoch 2/8... Discriminator Loss: 1.1992... Generator Loss: 0.8543
Epoch 2/8... Discriminator Loss: 1.3055... Generator Loss: 0.8421
Epoch 2/8... Discriminator Loss: 1.4077... Generator Loss: 0.6460
Epoch 2/8... Discriminator Loss: 1.2564... Generator Loss: 0.7870
Epoch 2/8... Discriminator Loss: 1.3888... Generator Loss: 0.5682
Epoch 2/8... Discriminator Loss: 1.2560... Generator Loss: 0.7643
Epoch 2/8... Discriminator Loss: 1.3477... Generator Loss: 0.6450
Epoch 2/8... Discriminator Loss: 1.3579... Generator Loss: 0.6111
Epoch 2/8... Discriminator Loss: 1.2493... Generator Loss: 0.8531
Epoch 2/8... Discriminator Loss: 1.2963... Generator Loss: 0.8975
Epoch 2/8... Discriminator Loss: 1.3487... Generator Loss: 0.6771
Epoch 2/8... Discriminator Loss: 1.3027... Generator Loss: 0.6641
Epoch 2/8... Discriminator Loss: 1.3044... Generator Loss: 0.8915
Epoch 2/8... Discriminator Loss: 1.3123... Generator Loss: 0.7974
Epoch 2/8... Discriminator Loss: 1.3476... Generator Loss: 0.6301
Epoch 2/8... Discriminator Loss: 1.3433... Generator Loss: 1.1154
Epoch 2/8... Discriminator Loss: 1.2840... Generator Loss: 0.8633
Epoch 2/8... Discriminator Loss: 1.3404... Generator Loss: 0.7578
Epoch 2/8... Discriminator Loss: 1.3091... Generator Loss: 0.7420
Epoch 2/8... Discriminator Loss: 1.2707... Generator Loss: 0.7232
Epoch 2/8... Discriminator Loss: 1.2815... Generator Loss: 0.7669
Epoch 2/8... Discriminator Loss: 1.2033... Generator Loss: 0.8509
Epoch 2/8... Discriminator Loss: 1.2529... Generator Loss: 0.8394
Epoch 2/8... Discriminator Loss: 1.2742... Generator Loss: 0.8325
Epoch 2/8... Discriminator Loss: 1.2273... Generator Loss: 0.7928
Epoch 2/8... Discriminator Loss: 1.2417... Generator Loss: 0.8608
Epoch 2/8... Discriminator Loss: 1.2611... Generator Loss: 0.7173
Epoch 2/8... Discriminator Loss: 1.2983... Generator Loss: 0.8718
Epoch 2/8... Discriminator Loss: 1.1015... Generator Loss: 0.9182
Epoch 2/8... Discriminator Loss: 1.2586... Generator Loss: 0.7672
Epoch 2/8... Discriminator Loss: 1.4288... Generator Loss: 0.4997
Epoch 2/8... Discriminator Loss: 1.2297... Generator Loss: 0.9702
Epoch 2/8... Discriminator Loss: 1.3428... Generator Loss: 0.7918
Epoch 2/8... Discriminator Loss: 1.3557... Generator Loss: 0.6448
Epoch 2/8... Discriminator Loss: 1.3078... Generator Loss: 0.8853
Epoch 2/8... Discriminator Loss: 1.2171... Generator Loss: 0.9147
Epoch 2/8... Discriminator Loss: 1.2185... Generator Loss: 0.8938
Epoch 2/8... Discriminator Loss: 1.2626... Generator Loss: 0.8722
Epoch 2/8... Discriminator Loss: 1.2571... Generator Loss: 0.9013
Epoch 2/8... Discriminator Loss: 1.3382... Generator Loss: 0.7034
Epoch 2/8... Discriminator Loss: 1.3592... Generator Loss: 0.6208
Epoch 2/8... Discriminator Loss: 1.3281... Generator Loss: 0.7456
Epoch 2/8... Discriminator Loss: 1.3309... Generator Loss: 0.7060
Epoch 2/8... Discriminator Loss: 1.2723... Generator Loss: 0.7460
Epoch 2/8... Discriminator Loss: 1.3204... Generator Loss: 0.8209
Epoch 2/8... Discriminator Loss: 1.3328... Generator Loss: 0.7700
Epoch 2/8... Discriminator Loss: 1.2884... Generator Loss: 0.8443
Epoch 2/8... Discriminator Loss: 1.3130... Generator Loss: 0.9567
Epoch 2/8... Discriminator Loss: 1.1981... Generator Loss: 0.7783
Epoch 2/8... Discriminator Loss: 1.3190... Generator Loss: 0.6391
Epoch 2/8... Discriminator Loss: 1.2940... Generator Loss: 0.8009
Epoch 2/8... Discriminator Loss: 1.2842... Generator Loss: 0.7548
Epoch 2/8... Discriminator Loss: 1.2798... Generator Loss: 0.8497
Epoch 2/8... Discriminator Loss: 1.3082... Generator Loss: 0.6928
Epoch 2/8... Discriminator Loss: 1.2439... Generator Loss: 0.9665
Epoch 2/8... Discriminator Loss: 1.2268... Generator Loss: 0.8761
Epoch 2/8... Discriminator Loss: 1.2803... Generator Loss: 0.8727
Epoch 2/8... Discriminator Loss: 1.3133... Generator Loss: 0.6825
Epoch 2/8... Discriminator Loss: 1.3448... Generator Loss: 1.1223
Epoch 2/8... Discriminator Loss: 1.2589... Generator Loss: 0.7759
Epoch 2/8... Discriminator Loss: 1.3314... Generator Loss: 0.6284
Epoch 2/8... Discriminator Loss: 1.3057... Generator Loss: 0.7647
Epoch 2/8... Discriminator Loss: 1.2926... Generator Loss: 0.7978
Epoch 2/8... Discriminator Loss: 1.2877... Generator Loss: 0.7866
Epoch 2/8... Discriminator Loss: 1.3167... Generator Loss: 0.8350
Epoch 3/8... Discriminator Loss: 1.2971... Generator Loss: 0.8464
Epoch 3/8... Discriminator Loss: 1.2625... Generator Loss: 0.8292
Epoch 3/8... Discriminator Loss: 1.3700... Generator Loss: 0.6218
Epoch 3/8... Discriminator Loss: 1.3146... Generator Loss: 0.6876
Epoch 3/8... Discriminator Loss: 1.3618... Generator Loss: 0.6986
Epoch 3/8... Discriminator Loss: 1.2960... Generator Loss: 0.9114
Epoch 3/8... Discriminator Loss: 1.2902... Generator Loss: 0.7101
Epoch 3/8... Discriminator Loss: 1.2974... Generator Loss: 0.7529
Epoch 3/8... Discriminator Loss: 1.2542... Generator Loss: 0.7049
Epoch 3/8... Discriminator Loss: 1.2951... Generator Loss: 0.7877
Epoch 3/8... Discriminator Loss: 1.3687... Generator Loss: 0.6256
Epoch 3/8... Discriminator Loss: 1.2544... Generator Loss: 0.8431
Epoch 3/8... Discriminator Loss: 1.3601... Generator Loss: 0.7126
Epoch 3/8... Discriminator Loss: 1.2718... Generator Loss: 0.7339
Epoch 3/8... Discriminator Loss: 1.3089... Generator Loss: 0.7014
Epoch 3/8... Discriminator Loss: 1.3499... Generator Loss: 0.7425
Epoch 3/8... Discriminator Loss: 1.2556... Generator Loss: 0.7747
Epoch 3/8... Discriminator Loss: 1.3363... Generator Loss: 0.6175
Epoch 3/8... Discriminator Loss: 0.9847... Generator Loss: 1.6696
Epoch 3/8... Discriminator Loss: 1.5998... Generator Loss: 0.3848
Epoch 3/8... Discriminator Loss: 1.2816... Generator Loss: 0.7750
Epoch 3/8... Discriminator Loss: 1.3063... Generator Loss: 0.6577
Epoch 3/8... Discriminator Loss: 1.3217... Generator Loss: 0.6423
Epoch 3/8... Discriminator Loss: 1.2417... Generator Loss: 0.7810
Epoch 3/8... Discriminator Loss: 1.2346... Generator Loss: 0.9644
Epoch 3/8... Discriminator Loss: 1.3569... Generator Loss: 0.6486
Epoch 3/8... Discriminator Loss: 1.1793... Generator Loss: 0.8802
Epoch 3/8... Discriminator Loss: 1.3248... Generator Loss: 0.7733
Epoch 3/8... Discriminator Loss: 1.2534... Generator Loss: 0.7727
Epoch 3/8... Discriminator Loss: 1.3190... Generator Loss: 0.6999
Epoch 3/8... Discriminator Loss: 1.3204... Generator Loss: 0.7763
Epoch 3/8... Discriminator Loss: 1.3453... Generator Loss: 0.7313
Epoch 3/8... Discriminator Loss: 1.2661... Generator Loss: 0.7859
Epoch 3/8... Discriminator Loss: 1.2717... Generator Loss: 0.7156
Epoch 3/8... Discriminator Loss: 1.3631... Generator Loss: 0.7957
Epoch 3/8... Discriminator Loss: 1.2700... Generator Loss: 0.8822
Epoch 3/8... Discriminator Loss: 1.2636... Generator Loss: 0.8580
Epoch 3/8... Discriminator Loss: 1.2060... Generator Loss: 0.8788
Epoch 3/8... Discriminator Loss: 1.3885... Generator Loss: 0.6281
Epoch 3/8... Discriminator Loss: 1.3291... Generator Loss: 0.9219
Epoch 3/8... Discriminator Loss: 1.3344... Generator Loss: 0.7142
Epoch 3/8... Discriminator Loss: 1.3024... Generator Loss: 0.8522
Epoch 3/8... Discriminator Loss: 1.3313... Generator Loss: 0.7529
Epoch 3/8... Discriminator Loss: 1.3967... Generator Loss: 0.6381
Epoch 3/8... Discriminator Loss: 1.3193... Generator Loss: 0.8151
Epoch 3/8... Discriminator Loss: 1.3351... Generator Loss: 0.7124
Epoch 3/8... Discriminator Loss: 1.2728... Generator Loss: 0.9240
Epoch 3/8... Discriminator Loss: 1.2981... Generator Loss: 0.6870
Epoch 3/8... Discriminator Loss: 1.3460... Generator Loss: 0.7010
Epoch 3/8... Discriminator Loss: 1.3359... Generator Loss: 0.7315
Epoch 3/8... Discriminator Loss: 1.2904... Generator Loss: 0.8016
Epoch 3/8... Discriminator Loss: 1.2583... Generator Loss: 0.8736
Epoch 3/8... Discriminator Loss: 1.2840... Generator Loss: 1.0012
Epoch 3/8... Discriminator Loss: 1.2477... Generator Loss: 0.8139
Epoch 3/8... Discriminator Loss: 1.2765... Generator Loss: 0.8888
Epoch 3/8... Discriminator Loss: 1.3586... Generator Loss: 0.6961
Epoch 3/8... Discriminator Loss: 1.3221... Generator Loss: 0.6788
Epoch 3/8... Discriminator Loss: 1.3016... Generator Loss: 0.7811
Epoch 3/8... Discriminator Loss: 1.3050... Generator Loss: 0.6725
Epoch 3/8... Discriminator Loss: 1.2202... Generator Loss: 0.8017
Epoch 3/8... Discriminator Loss: 1.2434... Generator Loss: 0.8215
Epoch 3/8... Discriminator Loss: 1.3392... Generator Loss: 0.7269
Epoch 3/8... Discriminator Loss: 1.3638... Generator Loss: 0.6816
Epoch 3/8... Discriminator Loss: 1.1998... Generator Loss: 1.0335
Epoch 3/8... Discriminator Loss: 1.3090... Generator Loss: 0.7973
Epoch 3/8... Discriminator Loss: 1.2866... Generator Loss: 0.8552
Epoch 3/8... Discriminator Loss: 1.2691... Generator Loss: 0.7707
Epoch 3/8... Discriminator Loss: 1.3554... Generator Loss: 0.6959
Epoch 3/8... Discriminator Loss: 1.2800... Generator Loss: 0.7673
Epoch 3/8... Discriminator Loss: 1.2509... Generator Loss: 0.6618
Epoch 3/8... Discriminator Loss: 1.2033... Generator Loss: 1.0047
Epoch 3/8... Discriminator Loss: 1.2978... Generator Loss: 0.7367
Epoch 3/8... Discriminator Loss: 1.3194... Generator Loss: 1.0290
Epoch 3/8... Discriminator Loss: 1.3059... Generator Loss: 0.8204
Epoch 3/8... Discriminator Loss: 1.3043... Generator Loss: 0.6805
Epoch 3/8... Discriminator Loss: 1.3156... Generator Loss: 0.8961
Epoch 3/8... Discriminator Loss: 1.4846... Generator Loss: 0.4981
Epoch 3/8... Discriminator Loss: 1.3089... Generator Loss: 0.9083
Epoch 3/8... Discriminator Loss: 1.3438... Generator Loss: 0.6961
Epoch 3/8... Discriminator Loss: 1.3211... Generator Loss: 0.8435
Epoch 3/8... Discriminator Loss: 1.3007... Generator Loss: 0.8081
Epoch 3/8... Discriminator Loss: 1.3135... Generator Loss: 0.6888
Epoch 3/8... Discriminator Loss: 1.2943... Generator Loss: 0.7924
Epoch 3/8... Discriminator Loss: 1.2194... Generator Loss: 0.8806
Epoch 3/8... Discriminator Loss: 1.2957... Generator Loss: 0.7837
Epoch 3/8... Discriminator Loss: 1.3231... Generator Loss: 0.6931
Epoch 3/8... Discriminator Loss: 1.2982... Generator Loss: 0.7214
Epoch 3/8... Discriminator Loss: 1.2444... Generator Loss: 0.9499
Epoch 3/8... Discriminator Loss: 1.2942... Generator Loss: 0.7913
Epoch 3/8... Discriminator Loss: 1.2699... Generator Loss: 0.7282
Epoch 3/8... Discriminator Loss: 1.3748... Generator Loss: 0.9307
Epoch 3/8... Discriminator Loss: 1.2946... Generator Loss: 0.7308
Epoch 3/8... Discriminator Loss: 1.3180... Generator Loss: 0.7593
Epoch 3/8... Discriminator Loss: 1.3596... Generator Loss: 0.6944
Epoch 3/8... Discriminator Loss: 1.3539... Generator Loss: 0.6683
Epoch 3/8... Discriminator Loss: 1.3372... Generator Loss: 0.7776
Epoch 3/8... Discriminator Loss: 1.3534... Generator Loss: 0.6999
Epoch 3/8... Discriminator Loss: 1.2934... Generator Loss: 0.7314
Epoch 3/8... Discriminator Loss: 1.2917... Generator Loss: 0.7513
Epoch 3/8... Discriminator Loss: 1.2873... Generator Loss: 0.7815
Epoch 3/8... Discriminator Loss: 1.3114... Generator Loss: 0.7261
Epoch 3/8... Discriminator Loss: 1.3163... Generator Loss: 0.6964
Epoch 3/8... Discriminator Loss: 1.3992... Generator Loss: 0.5976
Epoch 3/8... Discriminator Loss: 1.2805... Generator Loss: 0.7664
Epoch 3/8... Discriminator Loss: 1.3381... Generator Loss: 0.5990
Epoch 3/8... Discriminator Loss: 1.2771... Generator Loss: 0.7500
Epoch 3/8... Discriminator Loss: 1.3428... Generator Loss: 0.7179
Epoch 3/8... Discriminator Loss: 1.3375... Generator Loss: 0.8070
Epoch 3/8... Discriminator Loss: 1.3151... Generator Loss: 0.7227
Epoch 3/8... Discriminator Loss: 1.2926... Generator Loss: 0.6961
Epoch 3/8... Discriminator Loss: 1.2512... Generator Loss: 0.8023
Epoch 3/8... Discriminator Loss: 1.2557... Generator Loss: 0.8975
Epoch 3/8... Discriminator Loss: 1.3164... Generator Loss: 0.6832
Epoch 3/8... Discriminator Loss: 1.3753... Generator Loss: 0.8094
Epoch 3/8... Discriminator Loss: 1.3599... Generator Loss: 0.6231
Epoch 3/8... Discriminator Loss: 1.3378... Generator Loss: 0.6953
Epoch 3/8... Discriminator Loss: 1.2884... Generator Loss: 0.8869
Epoch 3/8... Discriminator Loss: 1.2708... Generator Loss: 0.9124
Epoch 3/8... Discriminator Loss: 1.4033... Generator Loss: 0.5897
Epoch 3/8... Discriminator Loss: 1.3109... Generator Loss: 0.7129
Epoch 3/8... Discriminator Loss: 1.2965... Generator Loss: 0.7598
Epoch 3/8... Discriminator Loss: 1.2907... Generator Loss: 0.6789
Epoch 3/8... Discriminator Loss: 1.3355... Generator Loss: 0.7625
Epoch 3/8... Discriminator Loss: 1.3225... Generator Loss: 0.7489
Epoch 3/8... Discriminator Loss: 1.3563... Generator Loss: 0.6765
Epoch 3/8... Discriminator Loss: 1.3566... Generator Loss: 0.8349
Epoch 3/8... Discriminator Loss: 1.3233... Generator Loss: 0.7451
Epoch 3/8... Discriminator Loss: 1.4289... Generator Loss: 0.5797
Epoch 3/8... Discriminator Loss: 1.3536... Generator Loss: 0.6702
Epoch 3/8... Discriminator Loss: 1.3483... Generator Loss: 0.7880
Epoch 3/8... Discriminator Loss: 1.3340... Generator Loss: 0.7999
Epoch 3/8... Discriminator Loss: 1.2944... Generator Loss: 0.7454
Epoch 3/8... Discriminator Loss: 1.3716... Generator Loss: 0.7378
Epoch 3/8... Discriminator Loss: 1.2179... Generator Loss: 1.2465
Epoch 3/8... Discriminator Loss: 1.2758... Generator Loss: 0.6830
Epoch 3/8... Discriminator Loss: 1.2570... Generator Loss: 0.7851
Epoch 3/8... Discriminator Loss: 1.2775... Generator Loss: 0.7469
Epoch 3/8... Discriminator Loss: 1.2387... Generator Loss: 0.9211
Epoch 3/8... Discriminator Loss: 1.3242... Generator Loss: 0.7358
Epoch 3/8... Discriminator Loss: 1.2627... Generator Loss: 0.7890
Epoch 3/8... Discriminator Loss: 1.3517... Generator Loss: 0.6820
Epoch 3/8... Discriminator Loss: 1.3204... Generator Loss: 0.7881
Epoch 3/8... Discriminator Loss: 1.3640... Generator Loss: 0.7697
Epoch 3/8... Discriminator Loss: 1.3848... Generator Loss: 0.6381
Epoch 3/8... Discriminator Loss: 1.3357... Generator Loss: 0.7028
Epoch 3/8... Discriminator Loss: 1.2661... Generator Loss: 0.7734
Epoch 3/8... Discriminator Loss: 1.3011... Generator Loss: 0.7318
Epoch 3/8... Discriminator Loss: 1.3017... Generator Loss: 0.8857
Epoch 3/8... Discriminator Loss: 1.3463... Generator Loss: 0.5702
Epoch 3/8... Discriminator Loss: 1.2395... Generator Loss: 0.7469
Epoch 3/8... Discriminator Loss: 1.3461... Generator Loss: 0.7074
Epoch 3/8... Discriminator Loss: 1.3435... Generator Loss: 0.7333
Epoch 3/8... Discriminator Loss: 1.3795... Generator Loss: 0.7012
Epoch 3/8... Discriminator Loss: 1.2720... Generator Loss: 0.8012
Epoch 3/8... Discriminator Loss: 1.3506... Generator Loss: 0.7537
Epoch 3/8... Discriminator Loss: 1.3192... Generator Loss: 0.7476
Epoch 3/8... Discriminator Loss: 1.3407... Generator Loss: 0.7062
Epoch 3/8... Discriminator Loss: 1.3089... Generator Loss: 0.7642
Epoch 3/8... Discriminator Loss: 1.3076... Generator Loss: 0.7703
Epoch 3/8... Discriminator Loss: 1.3218... Generator Loss: 0.7809
Epoch 3/8... Discriminator Loss: 1.3447... Generator Loss: 0.6555
Epoch 3/8... Discriminator Loss: 1.3351... Generator Loss: 0.7457
Epoch 3/8... Discriminator Loss: 1.2997... Generator Loss: 0.7293
Epoch 3/8... Discriminator Loss: 1.3175... Generator Loss: 0.8678
Epoch 3/8... Discriminator Loss: 1.3137... Generator Loss: 0.6885
Epoch 3/8... Discriminator Loss: 1.3664... Generator Loss: 0.7071
Epoch 3/8... Discriminator Loss: 1.3293... Generator Loss: 0.7536
Epoch 3/8... Discriminator Loss: 1.3828... Generator Loss: 0.7026
Epoch 3/8... Discriminator Loss: 1.3644... Generator Loss: 0.9463
Epoch 3/8... Discriminator Loss: 1.3289... Generator Loss: 0.6796
Epoch 3/8... Discriminator Loss: 1.2805... Generator Loss: 0.8419
Epoch 3/8... Discriminator Loss: 1.2853... Generator Loss: 0.8342
Epoch 3/8... Discriminator Loss: 1.3968... Generator Loss: 0.6659
Epoch 3/8... Discriminator Loss: 1.3452... Generator Loss: 0.6481
Epoch 3/8... Discriminator Loss: 1.3085... Generator Loss: 0.8822
Epoch 3/8... Discriminator Loss: 1.3766... Generator Loss: 0.7025
Epoch 3/8... Discriminator Loss: 1.3007... Generator Loss: 0.8330
Epoch 3/8... Discriminator Loss: 1.3893... Generator Loss: 0.9329
Epoch 3/8... Discriminator Loss: 1.3566... Generator Loss: 0.8900
Epoch 3/8... Discriminator Loss: 1.2847... Generator Loss: 0.8010
Epoch 3/8... Discriminator Loss: 1.3416... Generator Loss: 0.7860
Epoch 3/8... Discriminator Loss: 1.3455... Generator Loss: 0.6706
Epoch 3/8... Discriminator Loss: 1.3497... Generator Loss: 0.6976
Epoch 3/8... Discriminator Loss: 1.2801... Generator Loss: 0.8385
Epoch 3/8... Discriminator Loss: 1.3507... Generator Loss: 0.8409
Epoch 3/8... Discriminator Loss: 1.3622... Generator Loss: 0.7787
Epoch 3/8... Discriminator Loss: 1.3736... Generator Loss: 0.7313
Epoch 3/8... Discriminator Loss: 1.2762... Generator Loss: 0.8220
Epoch 3/8... Discriminator Loss: 1.3284... Generator Loss: 0.7178
Epoch 3/8... Discriminator Loss: 1.3357... Generator Loss: 0.7780
Epoch 3/8... Discriminator Loss: 1.3104... Generator Loss: 0.8359
Epoch 3/8... Discriminator Loss: 1.2962... Generator Loss: 0.8103
Epoch 3/8... Discriminator Loss: 1.2961... Generator Loss: 0.7588
Epoch 3/8... Discriminator Loss: 1.3417... Generator Loss: 0.8133
Epoch 3/8... Discriminator Loss: 1.3157... Generator Loss: 0.6949
Epoch 3/8... Discriminator Loss: 1.2362... Generator Loss: 0.8039
Epoch 3/8... Discriminator Loss: 1.4074... Generator Loss: 0.8539
Epoch 3/8... Discriminator Loss: 1.4237... Generator Loss: 0.6408
Epoch 3/8... Discriminator Loss: 1.2979... Generator Loss: 0.8778
Epoch 3/8... Discriminator Loss: 1.3252... Generator Loss: 0.7404
Epoch 3/8... Discriminator Loss: 1.3229... Generator Loss: 0.6644
Epoch 3/8... Discriminator Loss: 1.2705... Generator Loss: 0.8292
Epoch 3/8... Discriminator Loss: 1.3946... Generator Loss: 0.7271
Epoch 3/8... Discriminator Loss: 1.3942... Generator Loss: 0.7097
Epoch 3/8... Discriminator Loss: 1.3154... Generator Loss: 0.7645
Epoch 3/8... Discriminator Loss: 1.3637... Generator Loss: 0.6707
Epoch 3/8... Discriminator Loss: 1.3002... Generator Loss: 0.7687
Epoch 3/8... Discriminator Loss: 1.3282... Generator Loss: 0.7268
Epoch 3/8... Discriminator Loss: 1.3496... Generator Loss: 0.7462
Epoch 3/8... Discriminator Loss: 1.3309... Generator Loss: 0.8093
Epoch 3/8... Discriminator Loss: 1.4142... Generator Loss: 0.7402
Epoch 3/8... Discriminator Loss: 1.3451... Generator Loss: 0.7884
Epoch 3/8... Discriminator Loss: 1.3339... Generator Loss: 0.6845
Epoch 3/8... Discriminator Loss: 1.3801... Generator Loss: 0.7482
Epoch 3/8... Discriminator Loss: 1.3670... Generator Loss: 0.6947
Epoch 3/8... Discriminator Loss: 1.3045... Generator Loss: 0.8617
Epoch 3/8... Discriminator Loss: 1.3045... Generator Loss: 0.7495
Epoch 3/8... Discriminator Loss: 1.4044... Generator Loss: 0.6524
Epoch 3/8... Discriminator Loss: 1.2825... Generator Loss: 0.7645
Epoch 3/8... Discriminator Loss: 1.3297... Generator Loss: 0.7890
Epoch 3/8... Discriminator Loss: 1.2943... Generator Loss: 0.8415
Epoch 3/8... Discriminator Loss: 1.3351... Generator Loss: 0.6649
Epoch 3/8... Discriminator Loss: 1.3504... Generator Loss: 0.6791
Epoch 3/8... Discriminator Loss: 1.3721... Generator Loss: 0.7375
Epoch 3/8... Discriminator Loss: 1.3042... Generator Loss: 0.7677
Epoch 3/8... Discriminator Loss: 1.4046... Generator Loss: 0.7516
Epoch 3/8... Discriminator Loss: 1.3453... Generator Loss: 0.6824
Epoch 3/8... Discriminator Loss: 1.3506... Generator Loss: 0.6669
Epoch 3/8... Discriminator Loss: 1.3696... Generator Loss: 0.7676
Epoch 3/8... Discriminator Loss: 1.3264... Generator Loss: 0.6808
Epoch 3/8... Discriminator Loss: 1.3608... Generator Loss: 0.7635
Epoch 3/8... Discriminator Loss: 1.3419... Generator Loss: 0.8297
Epoch 3/8... Discriminator Loss: 1.3397... Generator Loss: 0.7980
Epoch 3/8... Discriminator Loss: 1.3422... Generator Loss: 0.7078
Epoch 3/8... Discriminator Loss: 1.3804... Generator Loss: 0.7655
Epoch 3/8... Discriminator Loss: 1.3235... Generator Loss: 0.7459
Epoch 3/8... Discriminator Loss: 1.3135... Generator Loss: 0.8141
Epoch 3/8... Discriminator Loss: 1.3523... Generator Loss: 0.6891
Epoch 3/8... Discriminator Loss: 1.3495... Generator Loss: 0.7346
Epoch 3/8... Discriminator Loss: 1.2921... Generator Loss: 0.7676
Epoch 3/8... Discriminator Loss: 1.3717... Generator Loss: 0.6658
Epoch 3/8... Discriminator Loss: 1.3444... Generator Loss: 0.7620
Epoch 3/8... Discriminator Loss: 1.3309... Generator Loss: 0.6882
Epoch 3/8... Discriminator Loss: 1.3636... Generator Loss: 0.6351
Epoch 3/8... Discriminator Loss: 1.4265... Generator Loss: 1.0662
Epoch 3/8... Discriminator Loss: 1.3849... Generator Loss: 0.6371
Epoch 3/8... Discriminator Loss: 1.3463... Generator Loss: 0.7894
Epoch 3/8... Discriminator Loss: 1.3012... Generator Loss: 1.0039
Epoch 3/8... Discriminator Loss: 1.3799... Generator Loss: 0.6578
Epoch 3/8... Discriminator Loss: 1.3142... Generator Loss: 0.8477
Epoch 3/8... Discriminator Loss: 1.3323... Generator Loss: 0.7951
Epoch 3/8... Discriminator Loss: 1.4229... Generator Loss: 0.7179
Epoch 3/8... Discriminator Loss: 1.3638... Generator Loss: 0.7556
Epoch 3/8... Discriminator Loss: 1.3419... Generator Loss: 0.7315
Epoch 3/8... Discriminator Loss: 1.3211... Generator Loss: 0.7652
Epoch 3/8... Discriminator Loss: 1.3268... Generator Loss: 0.7662
Epoch 3/8... Discriminator Loss: 1.3563... Generator Loss: 0.6983
Epoch 3/8... Discriminator Loss: 1.3471... Generator Loss: 0.6748
Epoch 3/8... Discriminator Loss: 1.3108... Generator Loss: 0.8537
Epoch 3/8... Discriminator Loss: 1.3370... Generator Loss: 0.7213
Epoch 3/8... Discriminator Loss: 1.3592... Generator Loss: 0.7692
Epoch 3/8... Discriminator Loss: 1.3527... Generator Loss: 0.7555
Epoch 3/8... Discriminator Loss: 1.2868... Generator Loss: 0.7129
Epoch 3/8... Discriminator Loss: 1.3722... Generator Loss: 0.7240
Epoch 3/8... Discriminator Loss: 1.3291... Generator Loss: 0.7368
Epoch 3/8... Discriminator Loss: 1.3472... Generator Loss: 0.7989
Epoch 3/8... Discriminator Loss: 1.3361... Generator Loss: 0.7082
Epoch 3/8... Discriminator Loss: 1.3415... Generator Loss: 0.8465
Epoch 3/8... Discriminator Loss: 1.3460... Generator Loss: 0.7157
Epoch 3/8... Discriminator Loss: 1.3762... Generator Loss: 0.7835
Epoch 3/8... Discriminator Loss: 1.3685... Generator Loss: 0.7478
Epoch 3/8... Discriminator Loss: 1.3190... Generator Loss: 0.8156
Epoch 3/8... Discriminator Loss: 1.3899... Generator Loss: 0.6252
Epoch 3/8... Discriminator Loss: 1.3829... Generator Loss: 0.7522
Epoch 3/8... Discriminator Loss: 1.2922... Generator Loss: 0.8780
Epoch 3/8... Discriminator Loss: 1.3566... Generator Loss: 0.7793
Epoch 3/8... Discriminator Loss: 1.3390... Generator Loss: 0.7638
Epoch 3/8... Discriminator Loss: 1.3592... Generator Loss: 0.7719
Epoch 3/8... Discriminator Loss: 1.3563... Generator Loss: 0.6668
Epoch 3/8... Discriminator Loss: 1.3824... Generator Loss: 0.6764
Epoch 3/8... Discriminator Loss: 1.3820... Generator Loss: 0.6613
Epoch 3/8... Discriminator Loss: 1.3133... Generator Loss: 0.7139
Epoch 3/8... Discriminator Loss: 1.4046... Generator Loss: 0.6758
Epoch 3/8... Discriminator Loss: 1.3322... Generator Loss: 0.7724
Epoch 3/8... Discriminator Loss: 1.3612... Generator Loss: 0.7770
Epoch 3/8... Discriminator Loss: 1.4051... Generator Loss: 0.9243
Epoch 3/8... Discriminator Loss: 1.3202... Generator Loss: 0.7642
Epoch 3/8... Discriminator Loss: 1.3061... Generator Loss: 0.8219
Epoch 3/8... Discriminator Loss: 1.3789... Generator Loss: 0.6978
Epoch 3/8... Discriminator Loss: 1.3648... Generator Loss: 0.7083
Epoch 3/8... Discriminator Loss: 1.3844... Generator Loss: 0.7185
Epoch 3/8... Discriminator Loss: 1.4222... Generator Loss: 0.7081
Epoch 3/8... Discriminator Loss: 1.3435... Generator Loss: 0.7122
Epoch 3/8... Discriminator Loss: 1.4111... Generator Loss: 0.6197
Epoch 3/8... Discriminator Loss: 1.3054... Generator Loss: 0.8281
Epoch 3/8... Discriminator Loss: 1.3739... Generator Loss: 0.6839
Epoch 3/8... Discriminator Loss: 1.3115... Generator Loss: 0.8086
Epoch 3/8... Discriminator Loss: 1.3581... Generator Loss: 0.7463
Epoch 3/8... Discriminator Loss: 1.3542... Generator Loss: 0.9591
Epoch 3/8... Discriminator Loss: 1.3421... Generator Loss: 0.6888
Epoch 3/8... Discriminator Loss: 1.3883... Generator Loss: 0.6464
Epoch 3/8... Discriminator Loss: 1.3251... Generator Loss: 0.8182
Epoch 3/8... Discriminator Loss: 1.2694... Generator Loss: 0.8239
Epoch 3/8... Discriminator Loss: 1.3118... Generator Loss: 0.7869
Epoch 3/8... Discriminator Loss: 1.2908... Generator Loss: 0.8464
Epoch 3/8... Discriminator Loss: 1.2810... Generator Loss: 0.7420
Epoch 3/8... Discriminator Loss: 1.3224... Generator Loss: 0.8225
Epoch 3/8... Discriminator Loss: 1.4073... Generator Loss: 0.6489
Epoch 3/8... Discriminator Loss: 1.3361... Generator Loss: 1.0016
Epoch 3/8... Discriminator Loss: 1.4047... Generator Loss: 0.6306
Epoch 3/8... Discriminator Loss: 1.3434... Generator Loss: 0.7417
Epoch 3/8... Discriminator Loss: 1.2888... Generator Loss: 0.8818
Epoch 3/8... Discriminator Loss: 1.3523... Generator Loss: 0.6901
Epoch 3/8... Discriminator Loss: 1.3904... Generator Loss: 0.7220
Epoch 3/8... Discriminator Loss: 1.3398... Generator Loss: 0.7834
Epoch 3/8... Discriminator Loss: 1.3583... Generator Loss: 0.7501
Epoch 3/8... Discriminator Loss: 1.3313... Generator Loss: 0.8664
Epoch 3/8... Discriminator Loss: 1.5161... Generator Loss: 0.4258
Epoch 3/8... Discriminator Loss: 1.3191... Generator Loss: 0.8650
Epoch 3/8... Discriminator Loss: 1.3599... Generator Loss: 0.7664
Epoch 3/8... Discriminator Loss: 1.2774... Generator Loss: 0.8023
Epoch 3/8... Discriminator Loss: 1.3167... Generator Loss: 0.6131
Epoch 3/8... Discriminator Loss: 1.3364... Generator Loss: 0.7263
Epoch 3/8... Discriminator Loss: 1.3750... Generator Loss: 0.6577
Epoch 3/8... Discriminator Loss: 1.2924... Generator Loss: 0.8250
Epoch 3/8... Discriminator Loss: 1.3043... Generator Loss: 0.7861
Epoch 3/8... Discriminator Loss: 1.3538... Generator Loss: 0.7122
Epoch 3/8... Discriminator Loss: 1.3618... Generator Loss: 0.7284
Epoch 3/8... Discriminator Loss: 1.3746... Generator Loss: 0.6570
Epoch 3/8... Discriminator Loss: 1.3681... Generator Loss: 0.6688
Epoch 3/8... Discriminator Loss: 1.3414... Generator Loss: 0.7276
Epoch 3/8... Discriminator Loss: 1.3486... Generator Loss: 0.6974
Epoch 3/8... Discriminator Loss: 1.3210... Generator Loss: 0.7379
Epoch 3/8... Discriminator Loss: 1.3399... Generator Loss: 0.8183
Epoch 3/8... Discriminator Loss: 1.3348... Generator Loss: 0.7287
Epoch 3/8... Discriminator Loss: 1.3610... Generator Loss: 0.6587
Epoch 3/8... Discriminator Loss: 1.3726... Generator Loss: 0.6748
Epoch 3/8... Discriminator Loss: 1.3854... Generator Loss: 0.6248
Epoch 3/8... Discriminator Loss: 1.3612... Generator Loss: 0.7304
Epoch 3/8... Discriminator Loss: 1.3642... Generator Loss: 0.7193
Epoch 3/8... Discriminator Loss: 1.3174... Generator Loss: 0.8932
Epoch 3/8... Discriminator Loss: 1.3150... Generator Loss: 0.8265
Epoch 3/8... Discriminator Loss: 1.2854... Generator Loss: 0.9407
Epoch 3/8... Discriminator Loss: 1.2958... Generator Loss: 0.8160
Epoch 3/8... Discriminator Loss: 1.3367... Generator Loss: 0.7025
Epoch 3/8... Discriminator Loss: 1.3607... Generator Loss: 0.7275
Epoch 3/8... Discriminator Loss: 1.2916... Generator Loss: 0.8285
Epoch 3/8... Discriminator Loss: 1.3255... Generator Loss: 0.7585
Epoch 3/8... Discriminator Loss: 1.2909... Generator Loss: 0.8103
Epoch 3/8... Discriminator Loss: 1.3322... Generator Loss: 0.7285
Epoch 3/8... Discriminator Loss: 1.3710... Generator Loss: 0.6904
Epoch 3/8... Discriminator Loss: 1.3228... Generator Loss: 0.9071
Epoch 3/8... Discriminator Loss: 1.3804... Generator Loss: 0.5922
Epoch 3/8... Discriminator Loss: 1.3728... Generator Loss: 0.6525
Epoch 3/8... Discriminator Loss: 1.4134... Generator Loss: 0.6998
Epoch 3/8... Discriminator Loss: 1.3321... Generator Loss: 0.7083
Epoch 3/8... Discriminator Loss: 1.3107... Generator Loss: 0.7561
Epoch 3/8... Discriminator Loss: 1.3765... Generator Loss: 0.6882
Epoch 3/8... Discriminator Loss: 1.3594... Generator Loss: 0.7443
Epoch 3/8... Discriminator Loss: 1.3592... Generator Loss: 0.7612
Epoch 3/8... Discriminator Loss: 1.3681... Generator Loss: 0.7281
Epoch 3/8... Discriminator Loss: 1.3462... Generator Loss: 0.6776
Epoch 3/8... Discriminator Loss: 1.2768... Generator Loss: 0.8036
Epoch 3/8... Discriminator Loss: 1.2932... Generator Loss: 0.7776
Epoch 3/8... Discriminator Loss: 1.3336... Generator Loss: 0.6948
Epoch 3/8... Discriminator Loss: 1.3658... Generator Loss: 0.7135
Epoch 3/8... Discriminator Loss: 1.3348... Generator Loss: 0.7466
Epoch 3/8... Discriminator Loss: 1.3475... Generator Loss: 0.8981
Epoch 3/8... Discriminator Loss: 1.3634... Generator Loss: 0.7649
Epoch 3/8... Discriminator Loss: 1.3357... Generator Loss: 0.8358
Epoch 3/8... Discriminator Loss: 1.3931... Generator Loss: 0.7072
Epoch 3/8... Discriminator Loss: 1.3675... Generator Loss: 0.7071
Epoch 3/8... Discriminator Loss: 1.3875... Generator Loss: 0.7338
Epoch 3/8... Discriminator Loss: 1.3738... Generator Loss: 0.7855
Epoch 3/8... Discriminator Loss: 1.3658... Generator Loss: 0.7163
Epoch 3/8... Discriminator Loss: 1.4068... Generator Loss: 0.8145
Epoch 3/8... Discriminator Loss: 1.2847... Generator Loss: 0.7185
Epoch 3/8... Discriminator Loss: 1.3328... Generator Loss: 0.7687
Epoch 3/8... Discriminator Loss: 1.3191... Generator Loss: 0.8137
Epoch 3/8... Discriminator Loss: 1.3136... Generator Loss: 0.7020
Epoch 3/8... Discriminator Loss: 1.3841... Generator Loss: 0.7204
Epoch 3/8... Discriminator Loss: 1.3651... Generator Loss: 0.6083
Epoch 3/8... Discriminator Loss: 1.3967... Generator Loss: 0.8496
Epoch 3/8... Discriminator Loss: 1.3989... Generator Loss: 0.6184
Epoch 3/8... Discriminator Loss: 1.3276... Generator Loss: 0.8516
Epoch 3/8... Discriminator Loss: 1.3685... Generator Loss: 0.7398
Epoch 3/8... Discriminator Loss: 1.3607... Generator Loss: 0.7847
Epoch 3/8... Discriminator Loss: 1.3808... Generator Loss: 0.7412
Epoch 3/8... Discriminator Loss: 1.2920... Generator Loss: 0.9033
Epoch 3/8... Discriminator Loss: 1.4011... Generator Loss: 0.6392
Epoch 3/8... Discriminator Loss: 1.3364... Generator Loss: 0.7325
Epoch 3/8... Discriminator Loss: 1.3541... Generator Loss: 0.7819
Epoch 3/8... Discriminator Loss: 1.3758... Generator Loss: 0.7830
Epoch 3/8... Discriminator Loss: 1.3609... Generator Loss: 0.6975
Epoch 3/8... Discriminator Loss: 1.3710... Generator Loss: 0.7376
Epoch 3/8... Discriminator Loss: 1.3971... Generator Loss: 0.6798
Epoch 3/8... Discriminator Loss: 1.3592... Generator Loss: 0.6778
Epoch 3/8... Discriminator Loss: 1.3254... Generator Loss: 0.8239
Epoch 3/8... Discriminator Loss: 1.3369... Generator Loss: 0.7164
Epoch 3/8... Discriminator Loss: 1.3416... Generator Loss: 0.8094
Epoch 3/8... Discriminator Loss: 1.3521... Generator Loss: 0.7315
Epoch 3/8... Discriminator Loss: 1.3475... Generator Loss: 0.7747
Epoch 3/8... Discriminator Loss: 1.3424... Generator Loss: 0.7223
Epoch 3/8... Discriminator Loss: 1.3592... Generator Loss: 0.8115
Epoch 3/8... Discriminator Loss: 1.3755... Generator Loss: 0.7108
Epoch 3/8... Discriminator Loss: 1.4070... Generator Loss: 0.5962
Epoch 3/8... Discriminator Loss: 1.3581... Generator Loss: 0.8118
Epoch 3/8... Discriminator Loss: 1.3950... Generator Loss: 0.7274
Epoch 3/8... Discriminator Loss: 1.3776... Generator Loss: 0.6692
Epoch 3/8... Discriminator Loss: 1.3397... Generator Loss: 0.7354
Epoch 3/8... Discriminator Loss: 1.3231... Generator Loss: 0.7956
Epoch 3/8... Discriminator Loss: 1.2973... Generator Loss: 0.8823
Epoch 3/8... Discriminator Loss: 1.3384... Generator Loss: 0.7605
Epoch 3/8... Discriminator Loss: 1.3400... Generator Loss: 0.6894
Epoch 3/8... Discriminator Loss: 1.3697... Generator Loss: 0.7502
Epoch 3/8... Discriminator Loss: 1.3764... Generator Loss: 0.7064
Epoch 3/8... Discriminator Loss: 1.3296... Generator Loss: 0.8056
Epoch 3/8... Discriminator Loss: 1.3620... Generator Loss: 0.6862
Epoch 3/8... Discriminator Loss: 1.3645... Generator Loss: 0.7418
Epoch 3/8... Discriminator Loss: 1.4326... Generator Loss: 0.6084
Epoch 3/8... Discriminator Loss: 1.3637... Generator Loss: 0.7174
Epoch 3/8... Discriminator Loss: 1.3726... Generator Loss: 0.6998
Epoch 3/8... Discriminator Loss: 1.3826... Generator Loss: 0.7429
Epoch 3/8... Discriminator Loss: 1.3610... Generator Loss: 0.7842
Epoch 3/8... Discriminator Loss: 1.3010... Generator Loss: 0.8202
Epoch 3/8... Discriminator Loss: 1.3285... Generator Loss: 0.7968
Epoch 3/8... Discriminator Loss: 1.3868... Generator Loss: 0.7509
Epoch 3/8... Discriminator Loss: 1.3817... Generator Loss: 0.7018
Epoch 3/8... Discriminator Loss: 1.3315... Generator Loss: 0.7693
Epoch 3/8... Discriminator Loss: 1.3080... Generator Loss: 0.8176
Epoch 3/8... Discriminator Loss: 1.3828... Generator Loss: 0.7341
Epoch 3/8... Discriminator Loss: 1.3944... Generator Loss: 0.6724
Epoch 3/8... Discriminator Loss: 1.3440... Generator Loss: 0.8789
Epoch 3/8... Discriminator Loss: 1.3810... Generator Loss: 0.7148
Epoch 3/8... Discriminator Loss: 1.3205... Generator Loss: 0.7692
Epoch 3/8... Discriminator Loss: 1.3803... Generator Loss: 0.7412
Epoch 3/8... Discriminator Loss: 1.3496... Generator Loss: 0.7561
Epoch 3/8... Discriminator Loss: 1.3563... Generator Loss: 0.7710
Epoch 3/8... Discriminator Loss: 1.3848... Generator Loss: 0.7140
Epoch 3/8... Discriminator Loss: 1.2534... Generator Loss: 0.8387
Epoch 3/8... Discriminator Loss: 1.2922... Generator Loss: 0.8200
Epoch 3/8... Discriminator Loss: 1.3398... Generator Loss: 0.7871
Epoch 3/8... Discriminator Loss: 1.3882... Generator Loss: 0.7057
Epoch 3/8... Discriminator Loss: 1.3272... Generator Loss: 0.7417
Epoch 3/8... Discriminator Loss: 1.3103... Generator Loss: 0.7836
Epoch 3/8... Discriminator Loss: 1.3799... Generator Loss: 0.7423
Epoch 3/8... Discriminator Loss: 1.3555... Generator Loss: 0.6557
Epoch 3/8... Discriminator Loss: 1.3088... Generator Loss: 0.7815
Epoch 3/8... Discriminator Loss: 1.4287... Generator Loss: 0.6515
Epoch 3/8... Discriminator Loss: 1.3602... Generator Loss: 0.9234
Epoch 3/8... Discriminator Loss: 1.3121... Generator Loss: 0.8807
Epoch 3/8... Discriminator Loss: 1.3825... Generator Loss: 0.6223
Epoch 3/8... Discriminator Loss: 1.3343... Generator Loss: 0.8812
Epoch 3/8... Discriminator Loss: 1.4106... Generator Loss: 0.6055
Epoch 3/8... Discriminator Loss: 1.3230... Generator Loss: 0.8469
Epoch 3/8... Discriminator Loss: 1.4129... Generator Loss: 0.6227
Epoch 3/8... Discriminator Loss: 1.3408... Generator Loss: 0.7860
Epoch 3/8... Discriminator Loss: 1.3825... Generator Loss: 0.6120
Epoch 3/8... Discriminator Loss: 1.3128... Generator Loss: 0.8330
Epoch 3/8... Discriminator Loss: 1.3050... Generator Loss: 0.7146
Epoch 3/8... Discriminator Loss: 1.3772... Generator Loss: 0.7457
Epoch 3/8... Discriminator Loss: 1.3725... Generator Loss: 0.7282
Epoch 3/8... Discriminator Loss: 1.3522... Generator Loss: 0.7409
Epoch 3/8... Discriminator Loss: 1.3192... Generator Loss: 0.7860
Epoch 3/8... Discriminator Loss: 1.3664... Generator Loss: 0.6259
Epoch 3/8... Discriminator Loss: 1.3315... Generator Loss: 0.7269
Epoch 3/8... Discriminator Loss: 1.3191... Generator Loss: 0.7703
Epoch 3/8... Discriminator Loss: 1.3812... Generator Loss: 0.7980
Epoch 3/8... Discriminator Loss: 1.3983... Generator Loss: 0.7313
Epoch 3/8... Discriminator Loss: 1.3977... Generator Loss: 0.6434
Epoch 3/8... Discriminator Loss: 1.3192... Generator Loss: 0.8105
Epoch 3/8... Discriminator Loss: 1.3333... Generator Loss: 0.7495
Epoch 3/8... Discriminator Loss: 1.3683... Generator Loss: 0.7201
Epoch 3/8... Discriminator Loss: 1.3687... Generator Loss: 0.7254
Epoch 3/8... Discriminator Loss: 1.3325... Generator Loss: 0.7829
Epoch 3/8... Discriminator Loss: 1.3407... Generator Loss: 0.7560
Epoch 3/8... Discriminator Loss: 1.3499... Generator Loss: 0.7545
Epoch 3/8... Discriminator Loss: 1.3712... Generator Loss: 0.7024
Epoch 3/8... Discriminator Loss: 1.3301... Generator Loss: 0.7174
Epoch 3/8... Discriminator Loss: 1.3830... Generator Loss: 0.6205
Epoch 3/8... Discriminator Loss: 1.3597... Generator Loss: 0.8069
Epoch 3/8... Discriminator Loss: 1.3419... Generator Loss: 0.7261
Epoch 3/8... Discriminator Loss: 1.2903... Generator Loss: 0.8318
Epoch 3/8... Discriminator Loss: 1.3391... Generator Loss: 0.6765
Epoch 3/8... Discriminator Loss: 1.4078... Generator Loss: 0.6267
Epoch 3/8... Discriminator Loss: 1.3550... Generator Loss: 0.9302
Epoch 3/8... Discriminator Loss: 1.3964... Generator Loss: 0.7882
Epoch 3/8... Discriminator Loss: 1.4105... Generator Loss: 0.6457
Epoch 3/8... Discriminator Loss: 1.3414... Generator Loss: 0.7983
Epoch 3/8... Discriminator Loss: 1.4038... Generator Loss: 0.6493
Epoch 3/8... Discriminator Loss: 1.3738... Generator Loss: 0.6519
Epoch 3/8... Discriminator Loss: 1.3645... Generator Loss: 0.7466
Epoch 3/8... Discriminator Loss: 1.3802... Generator Loss: 0.7300
Epoch 3/8... Discriminator Loss: 1.3813... Generator Loss: 0.7382
Epoch 3/8... Discriminator Loss: 1.3412... Generator Loss: 0.8419
Epoch 3/8... Discriminator Loss: 1.3636... Generator Loss: 0.6779
Epoch 3/8... Discriminator Loss: 1.4000... Generator Loss: 0.7165
Epoch 3/8... Discriminator Loss: 1.3299... Generator Loss: 0.6864
Epoch 3/8... Discriminator Loss: 1.3407... Generator Loss: 0.7664
Epoch 3/8... Discriminator Loss: 1.3522... Generator Loss: 0.7416
Epoch 3/8... Discriminator Loss: 1.4054... Generator Loss: 0.8227
Epoch 3/8... Discriminator Loss: 1.3615... Generator Loss: 0.7258
Epoch 3/8... Discriminator Loss: 1.3344... Generator Loss: 0.8283
Epoch 3/8... Discriminator Loss: 1.3602... Generator Loss: 0.7380
Epoch 3/8... Discriminator Loss: 1.4459... Generator Loss: 0.5861
Epoch 3/8... Discriminator Loss: 1.3649... Generator Loss: 0.7799
Epoch 3/8... Discriminator Loss: 1.3682... Generator Loss: 0.6895
Epoch 3/8... Discriminator Loss: 1.3756... Generator Loss: 0.6966
Epoch 3/8... Discriminator Loss: 1.3039... Generator Loss: 0.9244
Epoch 3/8... Discriminator Loss: 1.3579... Generator Loss: 0.7248
Epoch 3/8... Discriminator Loss: 1.3773... Generator Loss: 0.6973
Epoch 3/8... Discriminator Loss: 1.3957... Generator Loss: 0.8353
Epoch 3/8... Discriminator Loss: 1.3478... Generator Loss: 0.7052
Epoch 3/8... Discriminator Loss: 1.3202... Generator Loss: 0.7659
Epoch 3/8... Discriminator Loss: 1.3875... Generator Loss: 0.7355
Epoch 3/8... Discriminator Loss: 1.3716... Generator Loss: 0.7070
Epoch 3/8... Discriminator Loss: 1.3253... Generator Loss: 0.8389
Epoch 3/8... Discriminator Loss: 1.3728... Generator Loss: 0.6915
Epoch 3/8... Discriminator Loss: 1.4104... Generator Loss: 0.6825
Epoch 3/8... Discriminator Loss: 1.3350... Generator Loss: 0.7835
Epoch 3/8... Discriminator Loss: 1.3760... Generator Loss: 0.7196
Epoch 3/8... Discriminator Loss: 1.3502... Generator Loss: 0.7785
Epoch 3/8... Discriminator Loss: 1.3924... Generator Loss: 0.7156
Epoch 3/8... Discriminator Loss: 1.3478... Generator Loss: 0.7155
Epoch 3/8... Discriminator Loss: 1.3354... Generator Loss: 0.6880
Epoch 3/8... Discriminator Loss: 1.3779... Generator Loss: 0.7003
Epoch 3/8... Discriminator Loss: 1.3495... Generator Loss: 0.7975
Epoch 3/8... Discriminator Loss: 1.4000... Generator Loss: 0.6640
Epoch 3/8... Discriminator Loss: 1.3765... Generator Loss: 0.8415
Epoch 3/8... Discriminator Loss: 1.3829... Generator Loss: 0.7496
Epoch 3/8... Discriminator Loss: 1.3221... Generator Loss: 0.7568
Epoch 3/8... Discriminator Loss: 1.3412... Generator Loss: 0.7830
Epoch 3/8... Discriminator Loss: 1.3210... Generator Loss: 0.7832
Epoch 3/8... Discriminator Loss: 1.3915... Generator Loss: 0.6660
Epoch 3/8... Discriminator Loss: 1.3742... Generator Loss: 0.7142
Epoch 3/8... Discriminator Loss: 1.3668... Generator Loss: 0.8002
Epoch 3/8... Discriminator Loss: 1.3533... Generator Loss: 0.6020
Epoch 3/8... Discriminator Loss: 1.3748... Generator Loss: 0.7611
Epoch 3/8... Discriminator Loss: 1.4038... Generator Loss: 0.6364
Epoch 3/8... Discriminator Loss: 1.3554... Generator Loss: 0.6548
Epoch 3/8... Discriminator Loss: 1.3515... Generator Loss: 0.8914
Epoch 3/8... Discriminator Loss: 1.3832... Generator Loss: 0.7380
Epoch 3/8... Discriminator Loss: 1.3462... Generator Loss: 0.8032
Epoch 3/8... Discriminator Loss: 1.3867... Generator Loss: 0.6379
Epoch 3/8... Discriminator Loss: 1.3593... Generator Loss: 0.7669
Epoch 3/8... Discriminator Loss: 1.3844... Generator Loss: 0.7613
Epoch 3/8... Discriminator Loss: 1.3167... Generator Loss: 0.7880
Epoch 3/8... Discriminator Loss: 1.3354... Generator Loss: 0.7561
Epoch 3/8... Discriminator Loss: 1.3414... Generator Loss: 0.8678
Epoch 3/8... Discriminator Loss: 1.3898... Generator Loss: 0.6454
Epoch 3/8... Discriminator Loss: 1.3461... Generator Loss: 0.8330
Epoch 3/8... Discriminator Loss: 1.3510... Generator Loss: 0.7863
Epoch 3/8... Discriminator Loss: 1.3535... Generator Loss: 0.7816
Epoch 3/8... Discriminator Loss: 1.4118... Generator Loss: 0.6024
Epoch 3/8... Discriminator Loss: 1.4103... Generator Loss: 0.8577
Epoch 3/8... Discriminator Loss: 1.3674... Generator Loss: 0.7408
Epoch 3/8... Discriminator Loss: 1.3920... Generator Loss: 0.6762
Epoch 3/8... Discriminator Loss: 1.3907... Generator Loss: 0.6729
Epoch 3/8... Discriminator Loss: 1.3656... Generator Loss: 0.7764
Epoch 3/8... Discriminator Loss: 1.3974... Generator Loss: 0.6921
Epoch 3/8... Discriminator Loss: 1.3469... Generator Loss: 0.7536
Epoch 3/8... Discriminator Loss: 1.3998... Generator Loss: 0.7363
Epoch 3/8... Discriminator Loss: 1.3859... Generator Loss: 0.7437
Epoch 3/8... Discriminator Loss: 1.4014... Generator Loss: 0.7985
Epoch 3/8... Discriminator Loss: 1.4208... Generator Loss: 0.6123
Epoch 3/8... Discriminator Loss: 1.3713... Generator Loss: 0.8005
Epoch 3/8... Discriminator Loss: 1.3817... Generator Loss: 0.7639
Epoch 3/8... Discriminator Loss: 1.3079... Generator Loss: 0.7730
Epoch 3/8... Discriminator Loss: 1.3277... Generator Loss: 0.7709
Epoch 3/8... Discriminator Loss: 1.3760... Generator Loss: 0.7227
Epoch 3/8... Discriminator Loss: 1.3797... Generator Loss: 0.7148
Epoch 3/8... Discriminator Loss: 1.4252... Generator Loss: 0.7420
Epoch 3/8... Discriminator Loss: 1.3783... Generator Loss: 0.7734
Epoch 3/8... Discriminator Loss: 1.4113... Generator Loss: 0.6534
Epoch 3/8... Discriminator Loss: 1.3468... Generator Loss: 0.6999
Epoch 3/8... Discriminator Loss: 1.3742... Generator Loss: 0.7554
Epoch 3/8... Discriminator Loss: 1.4204... Generator Loss: 0.7228
Epoch 3/8... Discriminator Loss: 1.3893... Generator Loss: 0.7489
Epoch 3/8... Discriminator Loss: 1.3743... Generator Loss: 0.6910
Epoch 3/8... Discriminator Loss: 1.4040... Generator Loss: 0.6812
Epoch 3/8... Discriminator Loss: 1.3536... Generator Loss: 0.7698
Epoch 3/8... Discriminator Loss: 1.3453... Generator Loss: 0.7448
Epoch 3/8... Discriminator Loss: 1.3686... Generator Loss: 0.8223
Epoch 3/8... Discriminator Loss: 1.3710... Generator Loss: 0.6533
Epoch 3/8... Discriminator Loss: 1.3643... Generator Loss: 0.7953
Epoch 3/8... Discriminator Loss: 1.3773... Generator Loss: 0.7186
Epoch 3/8... Discriminator Loss: 1.3444... Generator Loss: 0.8096
Epoch 3/8... Discriminator Loss: 1.3823... Generator Loss: 0.6788
Epoch 3/8... Discriminator Loss: 1.3838... Generator Loss: 0.6867
Epoch 3/8... Discriminator Loss: 1.3494... Generator Loss: 0.7093
Epoch 3/8... Discriminator Loss: 1.3974... Generator Loss: 0.7605
Epoch 3/8... Discriminator Loss: 1.3915... Generator Loss: 0.7356
Epoch 3/8... Discriminator Loss: 1.4000... Generator Loss: 0.6962
Epoch 3/8... Discriminator Loss: 1.3737... Generator Loss: 0.8118
Epoch 3/8... Discriminator Loss: 1.3536... Generator Loss: 0.7427
Epoch 3/8... Discriminator Loss: 1.3582... Generator Loss: 0.7341
Epoch 3/8... Discriminator Loss: 1.3378... Generator Loss: 0.6757
Epoch 3/8... Discriminator Loss: 1.4068... Generator Loss: 0.6707
Epoch 3/8... Discriminator Loss: 1.3845... Generator Loss: 0.7035
Epoch 3/8... Discriminator Loss: 1.3036... Generator Loss: 0.8075
Epoch 3/8... Discriminator Loss: 1.3833... Generator Loss: 0.6945
Epoch 3/8... Discriminator Loss: 1.3552... Generator Loss: 0.7496
Epoch 3/8... Discriminator Loss: 1.3811... Generator Loss: 0.7755
Epoch 3/8... Discriminator Loss: 1.3510... Generator Loss: 0.7369
Epoch 3/8... Discriminator Loss: 1.3712... Generator Loss: 0.8341
Epoch 3/8... Discriminator Loss: 1.3520... Generator Loss: 0.7864
Epoch 3/8... Discriminator Loss: 1.3811... Generator Loss: 0.7752
Epoch 3/8... Discriminator Loss: 1.3186... Generator Loss: 0.7581
Epoch 3/8... Discriminator Loss: 1.4052... Generator Loss: 0.7146
Epoch 3/8... Discriminator Loss: 1.3989... Generator Loss: 0.6787
Epoch 3/8... Discriminator Loss: 1.4206... Generator Loss: 0.6633
Epoch 3/8... Discriminator Loss: 1.4202... Generator Loss: 0.6538
Epoch 3/8... Discriminator Loss: 1.3473... Generator Loss: 0.7566
Epoch 3/8... Discriminator Loss: 1.3465... Generator Loss: 0.7299
Epoch 3/8... Discriminator Loss: 1.3052... Generator Loss: 0.7880
Epoch 3/8... Discriminator Loss: 1.3926... Generator Loss: 0.7480
Epoch 3/8... Discriminator Loss: 1.2632... Generator Loss: 0.8463
Epoch 3/8... Discriminator Loss: 1.3568... Generator Loss: 0.8190
Epoch 3/8... Discriminator Loss: 1.3931... Generator Loss: 0.6520
Epoch 3/8... Discriminator Loss: 1.3601... Generator Loss: 0.7566
Epoch 3/8... Discriminator Loss: 1.2929... Generator Loss: 0.8073
Epoch 3/8... Discriminator Loss: 1.3699... Generator Loss: 0.6837
Epoch 3/8... Discriminator Loss: 1.3532... Generator Loss: 0.7734
Epoch 3/8... Discriminator Loss: 1.3645... Generator Loss: 0.7860
Epoch 3/8... Discriminator Loss: 1.3653... Generator Loss: 0.7116
Epoch 3/8... Discriminator Loss: 1.3821... Generator Loss: 0.7415
Epoch 3/8... Discriminator Loss: 1.3292... Generator Loss: 0.8145
Epoch 3/8... Discriminator Loss: 1.3744... Generator Loss: 0.7341
Epoch 3/8... Discriminator Loss: 1.3510... Generator Loss: 0.7101
Epoch 3/8... Discriminator Loss: 1.3346... Generator Loss: 0.7735
Epoch 3/8... Discriminator Loss: 1.4120... Generator Loss: 0.6542
Epoch 3/8... Discriminator Loss: 1.3892... Generator Loss: 0.7690
Epoch 3/8... Discriminator Loss: 1.3666... Generator Loss: 0.6937
Epoch 4/8... Discriminator Loss: 1.3716... Generator Loss: 0.7675
Epoch 4/8... Discriminator Loss: 1.3293... Generator Loss: 0.8146
Epoch 4/8... Discriminator Loss: 1.3871... Generator Loss: 0.6925
Epoch 4/8... Discriminator Loss: 1.3904... Generator Loss: 0.7171
Epoch 4/8... Discriminator Loss: 1.3775... Generator Loss: 0.7330
Epoch 4/8... Discriminator Loss: 1.3464... Generator Loss: 0.8284
Epoch 4/8... Discriminator Loss: 1.3280... Generator Loss: 0.8453
Epoch 4/8... Discriminator Loss: 1.3998... Generator Loss: 0.7505
Epoch 4/8... Discriminator Loss: 1.3739... Generator Loss: 0.6786
Epoch 4/8... Discriminator Loss: 1.3704... Generator Loss: 0.9034
Epoch 4/8... Discriminator Loss: 1.3608... Generator Loss: 0.7420
Epoch 4/8... Discriminator Loss: 1.3750... Generator Loss: 0.7903
Epoch 4/8... Discriminator Loss: 1.3607... Generator Loss: 0.7394
Epoch 4/8... Discriminator Loss: 1.3660... Generator Loss: 0.8124
Epoch 4/8... Discriminator Loss: 1.3673... Generator Loss: 0.6909
Epoch 4/8... Discriminator Loss: 1.3833... Generator Loss: 0.7262
Epoch 4/8... Discriminator Loss: 1.3711... Generator Loss: 0.7832
Epoch 4/8... Discriminator Loss: 1.3304... Generator Loss: 0.6892
Epoch 4/8... Discriminator Loss: 1.3683... Generator Loss: 0.7622
Epoch 4/8... Discriminator Loss: 1.3736... Generator Loss: 0.8120
Epoch 4/8... Discriminator Loss: 1.4014... Generator Loss: 0.7436
Epoch 4/8... Discriminator Loss: 1.3626... Generator Loss: 0.6953
Epoch 4/8... Discriminator Loss: 1.3559... Generator Loss: 0.7193
Epoch 4/8... Discriminator Loss: 1.3686... Generator Loss: 0.8205
Epoch 4/8... Discriminator Loss: 1.3562... Generator Loss: 0.7105
Epoch 4/8... Discriminator Loss: 1.4287... Generator Loss: 0.7164
Epoch 4/8... Discriminator Loss: 1.3952... Generator Loss: 0.7248
Epoch 4/8... Discriminator Loss: 1.4013... Generator Loss: 0.6855
Epoch 4/8... Discriminator Loss: 1.3899... Generator Loss: 0.6948
Epoch 4/8... Discriminator Loss: 1.3678... Generator Loss: 0.8084
Epoch 4/8... Discriminator Loss: 1.3325... Generator Loss: 0.8009
Epoch 4/8... Discriminator Loss: 1.3692... Generator Loss: 0.7430
Epoch 4/8... Discriminator Loss: 1.3964... Generator Loss: 0.6887
Epoch 4/8... Discriminator Loss: 1.4329... Generator Loss: 0.6658
Epoch 4/8... Discriminator Loss: 1.3711... Generator Loss: 0.8122
Epoch 4/8... Discriminator Loss: 1.2973... Generator Loss: 0.7948
Epoch 4/8... Discriminator Loss: 1.3617... Generator Loss: 0.7737
Epoch 4/8... Discriminator Loss: 1.3924... Generator Loss: 0.6620
Epoch 4/8... Discriminator Loss: 1.4145... Generator Loss: 0.6480
Epoch 4/8... Discriminator Loss: 1.3499... Generator Loss: 0.8642
Epoch 4/8... Discriminator Loss: 1.4150... Generator Loss: 0.7076
Epoch 4/8... Discriminator Loss: 1.3704... Generator Loss: 0.8092
Epoch 4/8... Discriminator Loss: 1.4112... Generator Loss: 0.8615
Epoch 4/8... Discriminator Loss: 1.4182... Generator Loss: 0.5736
Epoch 4/8... Discriminator Loss: 1.3232... Generator Loss: 0.8727
Epoch 4/8... Discriminator Loss: 1.3660... Generator Loss: 0.7527
Epoch 4/8... Discriminator Loss: 1.3444... Generator Loss: 0.9164
Epoch 4/8... Discriminator Loss: 1.3519... Generator Loss: 0.6841
Epoch 4/8... Discriminator Loss: 1.4071... Generator Loss: 0.6839
Epoch 4/8... Discriminator Loss: 1.3527... Generator Loss: 0.7776
Epoch 4/8... Discriminator Loss: 1.3505... Generator Loss: 0.7745
Epoch 4/8... Discriminator Loss: 1.3561... Generator Loss: 0.8477
Epoch 4/8... Discriminator Loss: 1.3880... Generator Loss: 0.6818
Epoch 4/8... Discriminator Loss: 1.3635... Generator Loss: 0.7255
Epoch 4/8... Discriminator Loss: 1.3595... Generator Loss: 0.7766
Epoch 4/8... Discriminator Loss: 1.4070... Generator Loss: 0.6819
Epoch 4/8... Discriminator Loss: 1.3128... Generator Loss: 0.7267
Epoch 4/8... Discriminator Loss: 1.3908... Generator Loss: 0.7793
Epoch 4/8... Discriminator Loss: 1.3500... Generator Loss: 0.7244
Epoch 4/8... Discriminator Loss: 1.3222... Generator Loss: 0.7518
Epoch 4/8... Discriminator Loss: 1.3706... Generator Loss: 0.8629
Epoch 4/8... Discriminator Loss: 1.3420... Generator Loss: 0.7383
Epoch 4/8... Discriminator Loss: 1.3934... Generator Loss: 0.6859
Epoch 4/8... Discriminator Loss: 1.3373... Generator Loss: 0.7850
Epoch 4/8... Discriminator Loss: 1.3365... Generator Loss: 0.7938
Epoch 4/8... Discriminator Loss: 1.3619... Generator Loss: 0.7483
Epoch 4/8... Discriminator Loss: 1.3753... Generator Loss: 0.7091
Epoch 4/8... Discriminator Loss: 1.4361... Generator Loss: 0.6138
Epoch 4/8... Discriminator Loss: 1.4101... Generator Loss: 0.6589
Epoch 4/8... Discriminator Loss: 1.3400... Generator Loss: 0.7627
Epoch 4/8... Discriminator Loss: 1.3952... Generator Loss: 0.5973
Epoch 4/8... Discriminator Loss: 1.3308... Generator Loss: 0.8848
Epoch 4/8... Discriminator Loss: 1.3683... Generator Loss: 0.7281
Epoch 4/8... Discriminator Loss: 1.3756... Generator Loss: 0.8465
Epoch 4/8... Discriminator Loss: 1.3697... Generator Loss: 0.7981
Epoch 4/8... Discriminator Loss: 1.3635... Generator Loss: 0.8215
Epoch 4/8... Discriminator Loss: 1.3848... Generator Loss: 0.6374
Epoch 4/8... Discriminator Loss: 1.3284... Generator Loss: 0.9847
Epoch 4/8... Discriminator Loss: 1.3622... Generator Loss: 0.6246
Epoch 4/8... Discriminator Loss: 1.3647... Generator Loss: 0.7642
Epoch 4/8... Discriminator Loss: 1.3823... Generator Loss: 0.7385
Epoch 4/8... Discriminator Loss: 1.3974... Generator Loss: 0.7528
Epoch 4/8... Discriminator Loss: 1.3232... Generator Loss: 0.7874
Epoch 4/8... Discriminator Loss: 1.3305... Generator Loss: 0.8246
Epoch 4/8... Discriminator Loss: 1.3939... Generator Loss: 0.7287
Epoch 4/8... Discriminator Loss: 1.3837... Generator Loss: 0.8119
Epoch 4/8... Discriminator Loss: 1.3916... Generator Loss: 0.6857
Epoch 4/8... Discriminator Loss: 1.3341... Generator Loss: 0.7239
Epoch 4/8... Discriminator Loss: 1.3560... Generator Loss: 0.7570
Epoch 4/8... Discriminator Loss: 1.3685... Generator Loss: 0.7196
Epoch 4/8... Discriminator Loss: 1.3864... Generator Loss: 0.7282
Epoch 4/8... Discriminator Loss: 1.3620... Generator Loss: 0.7121
Epoch 4/8... Discriminator Loss: 1.3527... Generator Loss: 0.7876
Epoch 4/8... Discriminator Loss: 1.3697... Generator Loss: 0.7763
Epoch 4/8... Discriminator Loss: 1.3653... Generator Loss: 0.7476
Epoch 4/8... Discriminator Loss: 1.3424... Generator Loss: 0.7626
Epoch 4/8... Discriminator Loss: 1.3531... Generator Loss: 0.8049
Epoch 4/8... Discriminator Loss: 1.3778... Generator Loss: 0.7504
Epoch 4/8... Discriminator Loss: 1.3755... Generator Loss: 0.7462
Epoch 4/8... Discriminator Loss: 1.3896... Generator Loss: 0.6985
Epoch 4/8... Discriminator Loss: 1.3753... Generator Loss: 0.7663
Epoch 4/8... Discriminator Loss: 1.3781... Generator Loss: 0.6674
Epoch 4/8... Discriminator Loss: 1.3926... Generator Loss: 0.7739
Epoch 4/8... Discriminator Loss: 1.3639... Generator Loss: 0.7005
Epoch 4/8... Discriminator Loss: 1.3363... Generator Loss: 0.7585
Epoch 4/8... Discriminator Loss: 1.3779... Generator Loss: 0.7930
Epoch 4/8... Discriminator Loss: 1.4065... Generator Loss: 0.6883
Epoch 4/8... Discriminator Loss: 1.3832... Generator Loss: 0.7682
Epoch 4/8... Discriminator Loss: 1.3267... Generator Loss: 0.7639
Epoch 4/8... Discriminator Loss: 1.3903... Generator Loss: 0.6750
Epoch 4/8... Discriminator Loss: 1.3656... Generator Loss: 0.6894
Epoch 4/8... Discriminator Loss: 1.3584... Generator Loss: 0.8008
Epoch 4/8... Discriminator Loss: 1.3490... Generator Loss: 0.6745
Epoch 4/8... Discriminator Loss: 1.3467... Generator Loss: 0.7150
Epoch 4/8... Discriminator Loss: 1.3935... Generator Loss: 0.7261
Epoch 4/8... Discriminator Loss: 1.3771... Generator Loss: 0.6770
Epoch 4/8... Discriminator Loss: 1.3297... Generator Loss: 0.8566
Epoch 4/8... Discriminator Loss: 1.3815... Generator Loss: 0.6386
Epoch 4/8... Discriminator Loss: 1.3361... Generator Loss: 0.7328
Epoch 4/8... Discriminator Loss: 1.3996... Generator Loss: 0.6748
Epoch 4/8... Discriminator Loss: 1.4166... Generator Loss: 0.8519
Epoch 4/8... Discriminator Loss: 1.3582... Generator Loss: 0.6869
Epoch 4/8... Discriminator Loss: 1.3842... Generator Loss: 0.6960
Epoch 4/8... Discriminator Loss: 1.3350... Generator Loss: 0.7778
Epoch 4/8... Discriminator Loss: 1.3837... Generator Loss: 0.7367
Epoch 4/8... Discriminator Loss: 1.4367... Generator Loss: 0.8577
Epoch 4/8... Discriminator Loss: 1.3622... Generator Loss: 0.6818
Epoch 4/8... Discriminator Loss: 1.3724... Generator Loss: 0.7913
Epoch 4/8... Discriminator Loss: 1.3968... Generator Loss: 0.6561
Epoch 4/8... Discriminator Loss: 1.3528... Generator Loss: 0.7290
Epoch 4/8... Discriminator Loss: 1.3591... Generator Loss: 0.8048
Epoch 4/8... Discriminator Loss: 1.3936... Generator Loss: 0.6954
Epoch 4/8... Discriminator Loss: 1.3654... Generator Loss: 0.7311
Epoch 4/8... Discriminator Loss: 1.3276... Generator Loss: 0.8750
Epoch 4/8... Discriminator Loss: 1.4224... Generator Loss: 0.7559
Epoch 4/8... Discriminator Loss: 1.3576... Generator Loss: 0.7261
Epoch 4/8... Discriminator Loss: 1.3618... Generator Loss: 0.8213
Epoch 4/8... Discriminator Loss: 1.3661... Generator Loss: 0.7237
Epoch 4/8... Discriminator Loss: 1.3533... Generator Loss: 0.7724
Epoch 4/8... Discriminator Loss: 1.3586... Generator Loss: 0.7680
Epoch 4/8... Discriminator Loss: 1.3564... Generator Loss: 0.7635
Epoch 4/8... Discriminator Loss: 1.3579... Generator Loss: 0.7448
Epoch 4/8... Discriminator Loss: 1.3666... Generator Loss: 0.7323
Epoch 4/8... Discriminator Loss: 1.3528... Generator Loss: 0.7681
Epoch 4/8... Discriminator Loss: 1.4023... Generator Loss: 0.7724
Epoch 4/8... Discriminator Loss: 1.3658... Generator Loss: 0.6881
Epoch 4/8... Discriminator Loss: 1.3641... Generator Loss: 0.7663
Epoch 4/8... Discriminator Loss: 1.3449... Generator Loss: 0.8459
Epoch 4/8... Discriminator Loss: 1.3592... Generator Loss: 0.7402
Epoch 4/8... Discriminator Loss: 1.3892... Generator Loss: 0.6664
Epoch 4/8... Discriminator Loss: 1.3906... Generator Loss: 0.7177
Epoch 4/8... Discriminator Loss: 1.3688... Generator Loss: 0.7390
Epoch 4/8... Discriminator Loss: 1.3520... Generator Loss: 0.7474
Epoch 4/8... Discriminator Loss: 1.3535... Generator Loss: 0.8257
Epoch 4/8... Discriminator Loss: 1.4080... Generator Loss: 0.7242
Epoch 4/8... Discriminator Loss: 1.3887... Generator Loss: 0.7030
Epoch 4/8... Discriminator Loss: 1.3888... Generator Loss: 0.7369
Epoch 4/8... Discriminator Loss: 1.3558... Generator Loss: 0.7639
Epoch 4/8... Discriminator Loss: 1.3925... Generator Loss: 0.7316
Epoch 4/8... Discriminator Loss: 1.3392... Generator Loss: 0.7623
Epoch 4/8... Discriminator Loss: 1.3826... Generator Loss: 0.7537
Epoch 4/8... Discriminator Loss: 1.3937... Generator Loss: 0.6621
Epoch 4/8... Discriminator Loss: 1.3651... Generator Loss: 0.7652
Epoch 4/8... Discriminator Loss: 1.3694... Generator Loss: 0.8055
Epoch 4/8... Discriminator Loss: 1.3991... Generator Loss: 0.6984
Epoch 4/8... Discriminator Loss: 1.3617... Generator Loss: 0.7976
Epoch 4/8... Discriminator Loss: 1.3707... Generator Loss: 0.7431
Epoch 4/8... Discriminator Loss: 1.3652... Generator Loss: 0.7303
Epoch 4/8... Discriminator Loss: 1.3973... Generator Loss: 0.7764
Epoch 4/8... Discriminator Loss: 1.3715... Generator Loss: 0.7120
Epoch 4/8... Discriminator Loss: 1.3418... Generator Loss: 0.8315
Epoch 4/8... Discriminator Loss: 1.4250... Generator Loss: 0.7174
Epoch 4/8... Discriminator Loss: 1.3764... Generator Loss: 0.7620
Epoch 4/8... Discriminator Loss: 1.3754... Generator Loss: 0.6644
Epoch 4/8... Discriminator Loss: 1.3351... Generator Loss: 0.7637
Epoch 4/8... Discriminator Loss: 1.4025... Generator Loss: 0.7500
Epoch 4/8... Discriminator Loss: 1.3792... Generator Loss: 0.7460
Epoch 4/8... Discriminator Loss: 1.3971... Generator Loss: 0.7223
Epoch 4/8... Discriminator Loss: 1.3663... Generator Loss: 0.7700
Epoch 4/8... Discriminator Loss: 1.3716... Generator Loss: 0.7657
Epoch 4/8... Discriminator Loss: 1.4058... Generator Loss: 0.6693
Epoch 4/8... Discriminator Loss: 1.3600... Generator Loss: 0.7829
Epoch 4/8... Discriminator Loss: 1.4212... Generator Loss: 0.6972
Epoch 4/8... Discriminator Loss: 1.4110... Generator Loss: 0.7745
Epoch 4/8... Discriminator Loss: 1.3662... Generator Loss: 0.7002
Epoch 4/8... Discriminator Loss: 1.3447... Generator Loss: 0.8005
Epoch 4/8... Discriminator Loss: 1.3653... Generator Loss: 0.7700
Epoch 4/8... Discriminator Loss: 1.3868... Generator Loss: 0.7770
Epoch 4/8... Discriminator Loss: 1.4025... Generator Loss: 0.6667
Epoch 4/8... Discriminator Loss: 1.3892... Generator Loss: 0.7427
Epoch 4/8... Discriminator Loss: 1.4538... Generator Loss: 0.6238
Epoch 4/8... Discriminator Loss: 1.3654... Generator Loss: 0.7851
Epoch 4/8... Discriminator Loss: 1.3331... Generator Loss: 0.8431
Epoch 4/8... Discriminator Loss: 1.3524... Generator Loss: 0.7551
Epoch 4/8... Discriminator Loss: 1.3567... Generator Loss: 0.6819
Epoch 4/8... Discriminator Loss: 1.3896... Generator Loss: 0.7677
Epoch 4/8... Discriminator Loss: 1.3991... Generator Loss: 0.7497
Epoch 4/8... Discriminator Loss: 1.4216... Generator Loss: 0.6408
Epoch 4/8... Discriminator Loss: 1.3815... Generator Loss: 0.6700
Epoch 4/8... Discriminator Loss: 1.3692... Generator Loss: 0.7020
Epoch 4/8... Discriminator Loss: 1.3874... Generator Loss: 0.6683
Epoch 4/8... Discriminator Loss: 1.3466... Generator Loss: 0.7902
Epoch 4/8... Discriminator Loss: 1.4119... Generator Loss: 0.7882
Epoch 4/8... Discriminator Loss: 1.4159... Generator Loss: 0.6099
Epoch 4/8... Discriminator Loss: 1.3612... Generator Loss: 0.7884
Epoch 4/8... Discriminator Loss: 1.3794... Generator Loss: 0.8021
Epoch 4/8... Discriminator Loss: 1.3813... Generator Loss: 0.7512
Epoch 4/8... Discriminator Loss: 1.3576... Generator Loss: 0.7698
Epoch 4/8... Discriminator Loss: 1.3741... Generator Loss: 0.7507
Epoch 4/8... Discriminator Loss: 1.4087... Generator Loss: 0.8148
Epoch 4/8... Discriminator Loss: 1.4231... Generator Loss: 0.7407
Epoch 4/8... Discriminator Loss: 1.3703... Generator Loss: 0.7674
Epoch 4/8... Discriminator Loss: 1.4025... Generator Loss: 0.7050
Epoch 4/8... Discriminator Loss: 1.3511... Generator Loss: 0.8089
Epoch 4/8... Discriminator Loss: 1.3634... Generator Loss: 0.7681
Epoch 4/8... Discriminator Loss: 1.3491... Generator Loss: 0.7609
Epoch 4/8... Discriminator Loss: 1.3823... Generator Loss: 0.7493
Epoch 4/8... Discriminator Loss: 1.3627... Generator Loss: 0.7783
Epoch 4/8... Discriminator Loss: 1.3861... Generator Loss: 0.7034
Epoch 4/8... Discriminator Loss: 1.3484... Generator Loss: 0.7813
Epoch 4/8... Discriminator Loss: 1.3596... Generator Loss: 0.9219
Epoch 4/8... Discriminator Loss: 1.3986... Generator Loss: 0.6747
Epoch 4/8... Discriminator Loss: 1.3967... Generator Loss: 0.7832
Epoch 4/8... Discriminator Loss: 1.3657... Generator Loss: 0.7386
Epoch 4/8... Discriminator Loss: 1.3693... Generator Loss: 0.8035
Epoch 4/8... Discriminator Loss: 1.3746... Generator Loss: 0.7160
Epoch 4/8... Discriminator Loss: 1.3666... Generator Loss: 0.8351
Epoch 4/8... Discriminator Loss: 1.3907... Generator Loss: 0.6438
Epoch 4/8... Discriminator Loss: 1.4144... Generator Loss: 0.6361
Epoch 4/8... Discriminator Loss: 1.4182... Generator Loss: 0.8070
Epoch 4/8... Discriminator Loss: 1.3558... Generator Loss: 0.7801
Epoch 4/8... Discriminator Loss: 1.3658... Generator Loss: 0.7674
Epoch 4/8... Discriminator Loss: 1.4150... Generator Loss: 0.6755
Epoch 4/8... Discriminator Loss: 1.3690... Generator Loss: 0.7349
Epoch 4/8... Discriminator Loss: 1.4016... Generator Loss: 0.7721
Epoch 4/8... Discriminator Loss: 1.3685... Generator Loss: 0.8026
Epoch 4/8... Discriminator Loss: 1.4076... Generator Loss: 0.7209
Epoch 4/8... Discriminator Loss: 1.3836... Generator Loss: 0.6776
Epoch 4/8... Discriminator Loss: 1.3778... Generator Loss: 0.7917
Epoch 4/8... Discriminator Loss: 1.3933... Generator Loss: 0.7319
Epoch 4/8... Discriminator Loss: 1.4026... Generator Loss: 0.6955
Epoch 4/8... Discriminator Loss: 1.3825... Generator Loss: 0.7541
Epoch 4/8... Discriminator Loss: 1.3755... Generator Loss: 0.7281
Epoch 4/8... Discriminator Loss: 1.3990... Generator Loss: 0.6997
Epoch 4/8... Discriminator Loss: 1.4075... Generator Loss: 0.8758
Epoch 4/8... Discriminator Loss: 1.4296... Generator Loss: 0.6109
Epoch 4/8... Discriminator Loss: 1.4008... Generator Loss: 0.8775
Epoch 4/8... Discriminator Loss: 1.3177... Generator Loss: 0.7978
Epoch 4/8... Discriminator Loss: 1.3613... Generator Loss: 0.7670
Epoch 4/8... Discriminator Loss: 1.4064... Generator Loss: 0.7391
Epoch 4/8... Discriminator Loss: 1.3605... Generator Loss: 0.7817
Epoch 4/8... Discriminator Loss: 1.3883... Generator Loss: 0.7397
Epoch 4/8... Discriminator Loss: 1.3643... Generator Loss: 0.7357
Epoch 4/8... Discriminator Loss: 1.3775... Generator Loss: 0.7826
Epoch 4/8... Discriminator Loss: 1.3693... Generator Loss: 0.8023
Epoch 4/8... Discriminator Loss: 1.3504... Generator Loss: 0.7649
Epoch 4/8... Discriminator Loss: 1.4093... Generator Loss: 0.7718
Epoch 4/8... Discriminator Loss: 1.4100... Generator Loss: 0.6783
Epoch 4/8... Discriminator Loss: 1.3411... Generator Loss: 0.8937
Epoch 4/8... Discriminator Loss: 1.3984... Generator Loss: 0.6909
Epoch 4/8... Discriminator Loss: 1.3483... Generator Loss: 0.7817
Epoch 4/8... Discriminator Loss: 1.3907... Generator Loss: 0.7428
Epoch 4/8... Discriminator Loss: 1.3759... Generator Loss: 0.7060
Epoch 4/8... Discriminator Loss: 1.3900... Generator Loss: 0.7549
Epoch 4/8... Discriminator Loss: 1.3731... Generator Loss: 0.7478
Epoch 4/8... Discriminator Loss: 1.3757... Generator Loss: 0.7085
Epoch 4/8... Discriminator Loss: 1.3793... Generator Loss: 0.7650
Epoch 4/8... Discriminator Loss: 1.3571... Generator Loss: 0.8155
Epoch 4/8... Discriminator Loss: 1.3959... Generator Loss: 0.7931
Epoch 4/8... Discriminator Loss: 1.3958... Generator Loss: 0.7270
Epoch 4/8... Discriminator Loss: 1.3666... Generator Loss: 0.7947
Epoch 4/8... Discriminator Loss: 1.3814... Generator Loss: 0.7258
Epoch 4/8... Discriminator Loss: 1.3647... Generator Loss: 0.7170
Epoch 4/8... Discriminator Loss: 1.3713... Generator Loss: 0.6682
Epoch 4/8... Discriminator Loss: 1.3810... Generator Loss: 0.9355
Epoch 4/8... Discriminator Loss: 1.3789... Generator Loss: 0.6925
Epoch 4/8... Discriminator Loss: 1.3767... Generator Loss: 0.7403
Epoch 4/8... Discriminator Loss: 1.4239... Generator Loss: 0.7879
Epoch 4/8... Discriminator Loss: 1.4213... Generator Loss: 0.6221
Epoch 4/8... Discriminator Loss: 1.4019... Generator Loss: 0.8190
Epoch 4/8... Discriminator Loss: 1.3506... Generator Loss: 0.7259
Epoch 4/8... Discriminator Loss: 1.3701... Generator Loss: 0.6798
Epoch 4/8... Discriminator Loss: 1.4141... Generator Loss: 0.7197
Epoch 4/8... Discriminator Loss: 1.3929... Generator Loss: 0.7264
Epoch 4/8... Discriminator Loss: 1.3932... Generator Loss: 0.7701
Epoch 4/8... Discriminator Loss: 1.3929... Generator Loss: 0.7259
Epoch 4/8... Discriminator Loss: 1.3713... Generator Loss: 0.7567
Epoch 4/8... Discriminator Loss: 1.4286... Generator Loss: 0.6777
Epoch 4/8... Discriminator Loss: 1.3494... Generator Loss: 0.7344
Epoch 4/8... Discriminator Loss: 1.4260... Generator Loss: 0.7184
Epoch 4/8... Discriminator Loss: 1.4302... Generator Loss: 0.7151
Epoch 4/8... Discriminator Loss: 1.4142... Generator Loss: 0.7115
Epoch 4/8... Discriminator Loss: 1.3510... Generator Loss: 0.7800
Epoch 4/8... Discriminator Loss: 1.3352... Generator Loss: 0.8296
Epoch 4/8... Discriminator Loss: 1.3760... Generator Loss: 0.7607
Epoch 4/8... Discriminator Loss: 1.3814... Generator Loss: 0.7758
Epoch 4/8... Discriminator Loss: 1.3657... Generator Loss: 0.8267
Epoch 4/8... Discriminator Loss: 1.3854... Generator Loss: 0.6945
Epoch 4/8... Discriminator Loss: 1.3763... Generator Loss: 0.8229
Epoch 4/8... Discriminator Loss: 1.3722... Generator Loss: 0.7099
Epoch 4/8... Discriminator Loss: 1.3806... Generator Loss: 0.7287
Epoch 4/8... Discriminator Loss: 1.3827... Generator Loss: 0.7525
Epoch 4/8... Discriminator Loss: 1.3706... Generator Loss: 0.8031
Epoch 4/8... Discriminator Loss: 1.3861... Generator Loss: 0.8425
Epoch 4/8... Discriminator Loss: 1.3838... Generator Loss: 0.6837
Epoch 4/8... Discriminator Loss: 1.3526... Generator Loss: 0.7906
Epoch 4/8... Discriminator Loss: 1.3534... Generator Loss: 0.7829
Epoch 4/8... Discriminator Loss: 1.3970... Generator Loss: 0.7555
Epoch 4/8... Discriminator Loss: 1.3588... Generator Loss: 0.7184
Epoch 4/8... Discriminator Loss: 1.3595... Generator Loss: 0.7042
Epoch 4/8... Discriminator Loss: 1.3599... Generator Loss: 0.7499
Epoch 4/8... Discriminator Loss: 1.3521... Generator Loss: 0.7008
Epoch 4/8... Discriminator Loss: 1.3460... Generator Loss: 0.7822
Epoch 4/8... Discriminator Loss: 1.3998... Generator Loss: 0.7755
Epoch 4/8... Discriminator Loss: 1.3726... Generator Loss: 0.7305
Epoch 4/8... Discriminator Loss: 1.3495... Generator Loss: 0.7640
Epoch 4/8... Discriminator Loss: 1.3821... Generator Loss: 0.7428
Epoch 4/8... Discriminator Loss: 1.4019... Generator Loss: 0.7130
Epoch 4/8... Discriminator Loss: 1.3658... Generator Loss: 0.7920
Epoch 4/8... Discriminator Loss: 1.3840... Generator Loss: 0.7957
Epoch 4/8... Discriminator Loss: 1.3597... Generator Loss: 0.7650
Epoch 4/8... Discriminator Loss: 1.3759... Generator Loss: 0.7319
Epoch 4/8... Discriminator Loss: 1.3991... Generator Loss: 0.6801
Epoch 4/8... Discriminator Loss: 1.3752... Generator Loss: 0.7697
Epoch 4/8... Discriminator Loss: 1.3658... Generator Loss: 0.7684
Epoch 4/8... Discriminator Loss: 1.3598... Generator Loss: 0.7667
Epoch 4/8... Discriminator Loss: 1.3600... Generator Loss: 0.7921
Epoch 4/8... Discriminator Loss: 1.3564... Generator Loss: 0.7757
Epoch 4/8... Discriminator Loss: 1.4042... Generator Loss: 0.6838
Epoch 4/8... Discriminator Loss: 1.3655... Generator Loss: 0.7953
Epoch 4/8... Discriminator Loss: 1.3666... Generator Loss: 0.7580
Epoch 4/8... Discriminator Loss: 1.3604... Generator Loss: 0.7444
Epoch 4/8... Discriminator Loss: 1.3496... Generator Loss: 0.8699
Epoch 4/8... Discriminator Loss: 1.4127... Generator Loss: 0.6438
Epoch 4/8... Discriminator Loss: 1.3744... Generator Loss: 0.8849
Epoch 4/8... Discriminator Loss: 1.3811... Generator Loss: 0.6829
Epoch 4/8... Discriminator Loss: 1.3877... Generator Loss: 0.8445
Epoch 4/8... Discriminator Loss: 1.3780... Generator Loss: 0.7104
Epoch 4/8... Discriminator Loss: 1.3588... Generator Loss: 0.7732
Epoch 4/8... Discriminator Loss: 1.3733... Generator Loss: 0.7505
Epoch 4/8... Discriminator Loss: 1.4038... Generator Loss: 0.8226
Epoch 4/8... Discriminator Loss: 1.3540... Generator Loss: 0.8201
Epoch 4/8... Discriminator Loss: 1.3482... Generator Loss: 0.7979
Epoch 4/8... Discriminator Loss: 1.3686... Generator Loss: 0.7172
Epoch 4/8... Discriminator Loss: 1.4198... Generator Loss: 0.6151
Epoch 4/8... Discriminator Loss: 1.4157... Generator Loss: 0.6888
Epoch 4/8... Discriminator Loss: 1.3628... Generator Loss: 0.8339
Epoch 4/8... Discriminator Loss: 1.3947... Generator Loss: 0.6488
Epoch 4/8... Discriminator Loss: 1.3487... Generator Loss: 0.8457
Epoch 4/8... Discriminator Loss: 1.4141... Generator Loss: 0.6632
Epoch 4/8... Discriminator Loss: 1.3846... Generator Loss: 0.8219
Epoch 4/8... Discriminator Loss: 1.3441... Generator Loss: 0.7850
Epoch 4/8... Discriminator Loss: 1.3902... Generator Loss: 0.7193
Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.7013
Epoch 4/8... Discriminator Loss: 1.4190... Generator Loss: 0.6891
Epoch 4/8... Discriminator Loss: 1.3735... Generator Loss: 0.7909
Epoch 4/8... Discriminator Loss: 1.4029... Generator Loss: 0.7728
Epoch 4/8... Discriminator Loss: 1.4010... Generator Loss: 0.7952
Epoch 4/8... Discriminator Loss: 1.3946... Generator Loss: 0.7061
Epoch 4/8... Discriminator Loss: 1.3865... Generator Loss: 0.7310
Epoch 4/8... Discriminator Loss: 1.3989... Generator Loss: 0.7680
Epoch 4/8... Discriminator Loss: 1.3900... Generator Loss: 0.6902
Epoch 4/8... Discriminator Loss: 1.3408... Generator Loss: 0.7666
Epoch 4/8... Discriminator Loss: 1.3682... Generator Loss: 0.7429
Epoch 4/8... Discriminator Loss: 1.3929... Generator Loss: 0.6897
Epoch 4/8... Discriminator Loss: 1.4084... Generator Loss: 0.7905
Epoch 4/8... Discriminator Loss: 1.3675... Generator Loss: 0.7721
Epoch 4/8... Discriminator Loss: 1.3559... Generator Loss: 0.7643
Epoch 4/8... Discriminator Loss: 1.3909... Generator Loss: 0.7757
Epoch 4/8... Discriminator Loss: 1.3819... Generator Loss: 0.7241
Epoch 4/8... Discriminator Loss: 1.3988... Generator Loss: 0.7222
Epoch 4/8... Discriminator Loss: 1.3840... Generator Loss: 0.7359
Epoch 4/8... Discriminator Loss: 1.3994... Generator Loss: 0.8072
Epoch 4/8... Discriminator Loss: 1.3554... Generator Loss: 0.7660
Epoch 4/8... Discriminator Loss: 1.3747... Generator Loss: 0.7319
Epoch 4/8... Discriminator Loss: 1.3827... Generator Loss: 0.7613
Epoch 4/8... Discriminator Loss: 1.3527... Generator Loss: 0.7282
Epoch 4/8... Discriminator Loss: 1.3411... Generator Loss: 0.8403
Epoch 4/8... Discriminator Loss: 1.3846... Generator Loss: 0.7531
Epoch 4/8... Discriminator Loss: 1.3901... Generator Loss: 0.7038
Epoch 4/8... Discriminator Loss: 1.4147... Generator Loss: 0.7503
Epoch 4/8... Discriminator Loss: 1.3937... Generator Loss: 0.6872
Epoch 4/8... Discriminator Loss: 1.3834... Generator Loss: 0.7973
Epoch 4/8... Discriminator Loss: 1.3441... Generator Loss: 0.7732
Epoch 4/8... Discriminator Loss: 1.3533... Generator Loss: 0.7448
Epoch 4/8... Discriminator Loss: 1.4161... Generator Loss: 0.7400
Epoch 4/8... Discriminator Loss: 1.3623... Generator Loss: 0.7279
Epoch 4/8... Discriminator Loss: 1.3534... Generator Loss: 0.7862
Epoch 4/8... Discriminator Loss: 1.3795... Generator Loss: 0.8374
Epoch 4/8... Discriminator Loss: 1.3583... Generator Loss: 0.7595
Epoch 4/8... Discriminator Loss: 1.3585... Generator Loss: 0.7786
Epoch 4/8... Discriminator Loss: 1.3995... Generator Loss: 0.7598
Epoch 4/8... Discriminator Loss: 1.3635... Generator Loss: 0.7319
Epoch 4/8... Discriminator Loss: 1.4199... Generator Loss: 0.6773
Epoch 4/8... Discriminator Loss: 1.3795... Generator Loss: 0.7694
Epoch 4/8... Discriminator Loss: 1.3955... Generator Loss: 0.6958
Epoch 4/8... Discriminator Loss: 1.3794... Generator Loss: 0.7719
Epoch 4/8... Discriminator Loss: 1.3766... Generator Loss: 0.7035
Epoch 4/8... Discriminator Loss: 1.3615... Generator Loss: 0.7662
Epoch 4/8... Discriminator Loss: 1.4057... Generator Loss: 0.7631
Epoch 4/8... Discriminator Loss: 1.3765... Generator Loss: 0.7511
Epoch 4/8... Discriminator Loss: 1.4000... Generator Loss: 0.6840
Epoch 4/8... Discriminator Loss: 1.3796... Generator Loss: 0.7318
Epoch 4/8... Discriminator Loss: 1.3881... Generator Loss: 0.8098
Epoch 4/8... Discriminator Loss: 1.3958... Generator Loss: 0.6314
Epoch 4/8... Discriminator Loss: 1.3933... Generator Loss: 0.7256
Epoch 4/8... Discriminator Loss: 1.4010... Generator Loss: 0.8164
Epoch 4/8... Discriminator Loss: 1.3696... Generator Loss: 0.7726
Epoch 4/8... Discriminator Loss: 1.3991... Generator Loss: 0.6622
Epoch 4/8... Discriminator Loss: 1.3680... Generator Loss: 0.8089
Epoch 4/8... Discriminator Loss: 1.3467... Generator Loss: 0.7472
Epoch 4/8... Discriminator Loss: 1.3645... Generator Loss: 0.8329
Epoch 4/8... Discriminator Loss: 1.3930... Generator Loss: 0.8121
Epoch 4/8... Discriminator Loss: 1.4251... Generator Loss: 0.7036
Epoch 4/8... Discriminator Loss: 1.3574... Generator Loss: 0.8146
Epoch 4/8... Discriminator Loss: 1.4018... Generator Loss: 0.7340
Epoch 4/8... Discriminator Loss: 1.3519... Generator Loss: 0.7636
Epoch 4/8... Discriminator Loss: 1.3869... Generator Loss: 0.6521
Epoch 4/8... Discriminator Loss: 1.4021... Generator Loss: 0.8220
Epoch 4/8... Discriminator Loss: 1.3811... Generator Loss: 0.7744
Epoch 4/8... Discriminator Loss: 1.3561... Generator Loss: 0.6960
Epoch 4/8... Discriminator Loss: 1.3674... Generator Loss: 0.8532
Epoch 4/8... Discriminator Loss: 1.3966... Generator Loss: 0.6743
Epoch 4/8... Discriminator Loss: 1.3695... Generator Loss: 0.8127
Epoch 4/8... Discriminator Loss: 1.3704... Generator Loss: 0.7935
Epoch 4/8... Discriminator Loss: 1.3849... Generator Loss: 0.7644
Epoch 4/8... Discriminator Loss: 1.3940... Generator Loss: 0.7206
Epoch 4/8... Discriminator Loss: 1.4118... Generator Loss: 0.7849
Epoch 4/8... Discriminator Loss: 1.3779... Generator Loss: 0.7843
Epoch 4/8... Discriminator Loss: 1.3990... Generator Loss: 0.7794
Epoch 4/8... Discriminator Loss: 1.3901... Generator Loss: 0.6992
Epoch 4/8... Discriminator Loss: 1.4021... Generator Loss: 0.6738
Epoch 4/8... Discriminator Loss: 1.3807... Generator Loss: 0.8042
Epoch 4/8... Discriminator Loss: 1.3888... Generator Loss: 0.8266
Epoch 4/8... Discriminator Loss: 1.3923... Generator Loss: 0.7481
Epoch 4/8... Discriminator Loss: 1.3758... Generator Loss: 0.6964
Epoch 4/8... Discriminator Loss: 1.3972... Generator Loss: 0.7212
Epoch 4/8... Discriminator Loss: 1.4099... Generator Loss: 0.6561
Epoch 4/8... Discriminator Loss: 1.3808... Generator Loss: 0.6761
Epoch 4/8... Discriminator Loss: 1.3753... Generator Loss: 0.7690
Epoch 4/8... Discriminator Loss: 1.3757... Generator Loss: 0.8065
Epoch 4/8... Discriminator Loss: 1.3416... Generator Loss: 0.7564
Epoch 4/8... Discriminator Loss: 1.3730... Generator Loss: 0.8261
Epoch 4/8... Discriminator Loss: 1.3975... Generator Loss: 0.7267
Epoch 4/8... Discriminator Loss: 1.3723... Generator Loss: 0.7228
Epoch 4/8... Discriminator Loss: 1.3683... Generator Loss: 0.8430
Epoch 4/8... Discriminator Loss: 1.3553... Generator Loss: 0.7645
Epoch 4/8... Discriminator Loss: 1.4113... Generator Loss: 0.7555
Epoch 4/8... Discriminator Loss: 1.3821... Generator Loss: 0.7891
Epoch 4/8... Discriminator Loss: 1.3988... Generator Loss: 0.7058
Epoch 4/8... Discriminator Loss: 1.3286... Generator Loss: 0.8162
Epoch 4/8... Discriminator Loss: 1.3662... Generator Loss: 0.7554
Epoch 4/8... Discriminator Loss: 1.3985... Generator Loss: 0.8213
Epoch 4/8... Discriminator Loss: 1.3893... Generator Loss: 0.7421
Epoch 4/8... Discriminator Loss: 1.3551... Generator Loss: 0.7688
Epoch 4/8... Discriminator Loss: 1.4119... Generator Loss: 0.7196
Epoch 4/8... Discriminator Loss: 1.3887... Generator Loss: 0.7785
Epoch 4/8... Discriminator Loss: 1.4005... Generator Loss: 0.6745
Epoch 4/8... Discriminator Loss: 1.3797... Generator Loss: 0.7832
Epoch 4/8... Discriminator Loss: 1.3582... Generator Loss: 0.7152
Epoch 4/8... Discriminator Loss: 1.3598... Generator Loss: 0.8149
Epoch 4/8... Discriminator Loss: 1.3677... Generator Loss: 0.7659
Epoch 4/8... Discriminator Loss: 1.3825... Generator Loss: 0.7669
Epoch 4/8... Discriminator Loss: 1.3354... Generator Loss: 0.7538
Epoch 4/8... Discriminator Loss: 1.4317... Generator Loss: 0.5835
Epoch 4/8... Discriminator Loss: 1.4113... Generator Loss: 0.9905
Epoch 4/8... Discriminator Loss: 1.3616... Generator Loss: 0.7271
Epoch 4/8... Discriminator Loss: 1.3510... Generator Loss: 0.7899
Epoch 4/8... Discriminator Loss: 1.3586... Generator Loss: 0.7510
Epoch 4/8... Discriminator Loss: 1.4344... Generator Loss: 0.7555
Epoch 4/8... Discriminator Loss: 1.3919... Generator Loss: 0.7626
Epoch 4/8... Discriminator Loss: 1.3673... Generator Loss: 0.7101
Epoch 4/8... Discriminator Loss: 1.3673... Generator Loss: 0.7428
Epoch 4/8... Discriminator Loss: 1.3772... Generator Loss: 0.7723
Epoch 4/8... Discriminator Loss: 1.3834... Generator Loss: 0.6896
Epoch 4/8... Discriminator Loss: 1.3759... Generator Loss: 0.7592
Epoch 4/8... Discriminator Loss: 1.3590... Generator Loss: 0.7356
Epoch 4/8... Discriminator Loss: 1.3710... Generator Loss: 0.8238
Epoch 4/8... Discriminator Loss: 1.3822... Generator Loss: 0.7022
Epoch 4/8... Discriminator Loss: 1.4011... Generator Loss: 0.8407
Epoch 4/8... Discriminator Loss: 1.3783... Generator Loss: 0.7945
Epoch 4/8... Discriminator Loss: 1.3439... Generator Loss: 0.8748
Epoch 4/8... Discriminator Loss: 1.3994... Generator Loss: 0.6810
Epoch 4/8... Discriminator Loss: 1.3856... Generator Loss: 0.7287
Epoch 4/8... Discriminator Loss: 1.3669... Generator Loss: 0.7365
Epoch 4/8... Discriminator Loss: 1.3617... Generator Loss: 0.8354
Epoch 4/8... Discriminator Loss: 1.4021... Generator Loss: 0.7028
Epoch 4/8... Discriminator Loss: 1.3845... Generator Loss: 0.6798
Epoch 4/8... Discriminator Loss: 1.3835... Generator Loss: 0.7554
Epoch 4/8... Discriminator Loss: 1.3945... Generator Loss: 0.6702
Epoch 4/8... Discriminator Loss: 1.3818... Generator Loss: 0.7627
Epoch 4/8... Discriminator Loss: 1.3627... Generator Loss: 0.7691
Epoch 4/8... Discriminator Loss: 1.3770... Generator Loss: 0.7648
Epoch 4/8... Discriminator Loss: 1.4197... Generator Loss: 0.6706
Epoch 4/8... Discriminator Loss: 1.3802... Generator Loss: 0.7244
Epoch 4/8... Discriminator Loss: 1.3500... Generator Loss: 0.8264
Epoch 4/8... Discriminator Loss: 1.3680... Generator Loss: 0.7213
Epoch 4/8... Discriminator Loss: 1.3803... Generator Loss: 0.8392
Epoch 4/8... Discriminator Loss: 1.3937... Generator Loss: 0.7222
Epoch 4/8... Discriminator Loss: 1.3798... Generator Loss: 0.7531
Epoch 4/8... Discriminator Loss: 1.3523... Generator Loss: 0.7627
Epoch 4/8... Discriminator Loss: 1.4056... Generator Loss: 0.7579
Epoch 4/8... Discriminator Loss: 1.3712... Generator Loss: 0.8449
Epoch 4/8... Discriminator Loss: 1.3939... Generator Loss: 0.6723
Epoch 4/8... Discriminator Loss: 1.4119... Generator Loss: 0.7089
Epoch 4/8... Discriminator Loss: 1.4014... Generator Loss: 0.7387
Epoch 4/8... Discriminator Loss: 1.3713... Generator Loss: 0.7623
Epoch 4/8... Discriminator Loss: 1.3892... Generator Loss: 0.6690
Epoch 4/8... Discriminator Loss: 1.3606... Generator Loss: 0.8093
Epoch 4/8... Discriminator Loss: 1.4331... Generator Loss: 0.6896
Epoch 4/8... Discriminator Loss: 1.3812... Generator Loss: 0.7486
Epoch 4/8... Discriminator Loss: 1.3963... Generator Loss: 0.7553
Epoch 4/8... Discriminator Loss: 1.4020... Generator Loss: 0.6862
Epoch 4/8... Discriminator Loss: 1.3639... Generator Loss: 0.7727
Epoch 4/8... Discriminator Loss: 1.3989... Generator Loss: 0.7438
Epoch 4/8... Discriminator Loss: 1.3821... Generator Loss: 0.6971
Epoch 4/8... Discriminator Loss: 1.3557... Generator Loss: 0.8173
Epoch 4/8... Discriminator Loss: 1.3509... Generator Loss: 0.7047
Epoch 4/8... Discriminator Loss: 1.3898... Generator Loss: 0.7324
Epoch 4/8... Discriminator Loss: 1.4135... Generator Loss: 0.7779
Epoch 4/8... Discriminator Loss: 1.3835... Generator Loss: 0.7569
Epoch 4/8... Discriminator Loss: 1.3760... Generator Loss: 0.7138
Epoch 4/8... Discriminator Loss: 1.3917... Generator Loss: 0.7554
Epoch 4/8... Discriminator Loss: 1.3811... Generator Loss: 0.7634
Epoch 4/8... Discriminator Loss: 1.3964... Generator Loss: 0.6699
Epoch 4/8... Discriminator Loss: 1.3894... Generator Loss: 0.7586
Epoch 4/8... Discriminator Loss: 1.3806... Generator Loss: 0.7799
Epoch 4/8... Discriminator Loss: 1.3831... Generator Loss: 0.6833
Epoch 4/8... Discriminator Loss: 1.3866... Generator Loss: 0.7696
Epoch 4/8... Discriminator Loss: 1.3831... Generator Loss: 0.7309
Epoch 4/8... Discriminator Loss: 1.3741... Generator Loss: 0.7901
Epoch 4/8... Discriminator Loss: 1.3898... Generator Loss: 0.7710
Epoch 4/8... Discriminator Loss: 1.3602... Generator Loss: 0.6971
Epoch 4/8... Discriminator Loss: 1.3783... Generator Loss: 0.6946
Epoch 4/8... Discriminator Loss: 1.3698... Generator Loss: 0.8173
Epoch 4/8... Discriminator Loss: 1.4109... Generator Loss: 0.7855
Epoch 4/8... Discriminator Loss: 1.3885... Generator Loss: 0.7383
Epoch 4/8... Discriminator Loss: 1.3832... Generator Loss: 0.7983
Epoch 4/8... Discriminator Loss: 1.3987... Generator Loss: 0.6552
Epoch 4/8... Discriminator Loss: 1.3908... Generator Loss: 0.7687
Epoch 4/8... Discriminator Loss: 1.3839... Generator Loss: 0.8937
Epoch 4/8... Discriminator Loss: 1.3728... Generator Loss: 0.8038
Epoch 4/8... Discriminator Loss: 1.3958... Generator Loss: 0.6857
Epoch 4/8... Discriminator Loss: 1.3888... Generator Loss: 0.7400
Epoch 4/8... Discriminator Loss: 1.4120... Generator Loss: 0.6921
Epoch 4/8... Discriminator Loss: 1.3582... Generator Loss: 0.8135
Epoch 4/8... Discriminator Loss: 1.3275... Generator Loss: 0.7328
Epoch 4/8... Discriminator Loss: 1.3934... Generator Loss: 0.6681
Epoch 4/8... Discriminator Loss: 1.3991... Generator Loss: 0.8475
Epoch 4/8... Discriminator Loss: 1.4048... Generator Loss: 0.6624
Epoch 4/8... Discriminator Loss: 1.3698... Generator Loss: 0.7610
Epoch 4/8... Discriminator Loss: 1.3661... Generator Loss: 0.7978
Epoch 4/8... Discriminator Loss: 1.3729... Generator Loss: 0.7533
Epoch 4/8... Discriminator Loss: 1.4033... Generator Loss: 0.7504
Epoch 4/8... Discriminator Loss: 1.3943... Generator Loss: 0.7681
Epoch 4/8... Discriminator Loss: 1.3930... Generator Loss: 0.7567
Epoch 4/8... Discriminator Loss: 1.3994... Generator Loss: 0.6352
Epoch 4/8... Discriminator Loss: 1.3761... Generator Loss: 0.8695
Epoch 4/8... Discriminator Loss: 1.3711... Generator Loss: 0.7239
Epoch 4/8... Discriminator Loss: 1.4018... Generator Loss: 0.7476
Epoch 4/8... Discriminator Loss: 1.3733... Generator Loss: 0.7986
Epoch 4/8... Discriminator Loss: 1.4123... Generator Loss: 0.6909
Epoch 4/8... Discriminator Loss: 1.3901... Generator Loss: 0.8291
Epoch 4/8... Discriminator Loss: 1.4021... Generator Loss: 0.7457
Epoch 4/8... Discriminator Loss: 1.3846... Generator Loss: 0.7143
Epoch 4/8... Discriminator Loss: 1.3698... Generator Loss: 0.7656
Epoch 4/8... Discriminator Loss: 1.3868... Generator Loss: 0.8205
Epoch 4/8... Discriminator Loss: 1.3750... Generator Loss: 0.8022
Epoch 4/8... Discriminator Loss: 1.3506... Generator Loss: 0.7646
Epoch 4/8... Discriminator Loss: 1.3921... Generator Loss: 0.7188
Epoch 4/8... Discriminator Loss: 1.4193... Generator Loss: 0.7988
Epoch 4/8... Discriminator Loss: 1.3963... Generator Loss: 0.6943
Epoch 4/8... Discriminator Loss: 1.3950... Generator Loss: 0.7545
Epoch 4/8... Discriminator Loss: 1.3785... Generator Loss: 0.7050
Epoch 4/8... Discriminator Loss: 1.4063... Generator Loss: 0.7117
Epoch 4/8... Discriminator Loss: 1.3939... Generator Loss: 0.6893
Epoch 4/8... Discriminator Loss: 1.4233... Generator Loss: 0.8256
Epoch 4/8... Discriminator Loss: 1.3961... Generator Loss: 0.7001
Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.7923
Epoch 4/8... Discriminator Loss: 1.3836... Generator Loss: 0.7938
Epoch 4/8... Discriminator Loss: 1.3621... Generator Loss: 0.7614
Epoch 4/8... Discriminator Loss: 1.3780... Generator Loss: 0.7988
Epoch 4/8... Discriminator Loss: 1.3791... Generator Loss: 0.6779
Epoch 4/8... Discriminator Loss: 1.4033... Generator Loss: 0.9295
Epoch 4/8... Discriminator Loss: 1.3896... Generator Loss: 0.6742
Epoch 4/8... Discriminator Loss: 1.3836... Generator Loss: 0.8106
Epoch 4/8... Discriminator Loss: 1.3762... Generator Loss: 0.7356
Epoch 4/8... Discriminator Loss: 1.3803... Generator Loss: 0.7080
Epoch 4/8... Discriminator Loss: 1.3855... Generator Loss: 0.7353
Epoch 4/8... Discriminator Loss: 1.3803... Generator Loss: 0.6846
Epoch 4/8... Discriminator Loss: 1.4029... Generator Loss: 0.7877
Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.7992
Epoch 4/8... Discriminator Loss: 1.3741... Generator Loss: 0.7661
Epoch 4/8... Discriminator Loss: 1.3663... Generator Loss: 0.7801
Epoch 4/8... Discriminator Loss: 1.3883... Generator Loss: 0.8156
Epoch 4/8... Discriminator Loss: 1.4169... Generator Loss: 0.6634
Epoch 4/8... Discriminator Loss: 1.3955... Generator Loss: 0.6886
Epoch 4/8... Discriminator Loss: 1.4380... Generator Loss: 0.7654
Epoch 4/8... Discriminator Loss: 1.4112... Generator Loss: 0.6993
Epoch 4/8... Discriminator Loss: 1.3578... Generator Loss: 0.7689
Epoch 4/8... Discriminator Loss: 1.3989... Generator Loss: 0.8281
Epoch 4/8... Discriminator Loss: 1.3864... Generator Loss: 0.6604
Epoch 4/8... Discriminator Loss: 1.3828... Generator Loss: 0.8328
Epoch 4/8... Discriminator Loss: 1.3819... Generator Loss: 0.7656
Epoch 4/8... Discriminator Loss: 1.3920... Generator Loss: 0.7349
Epoch 4/8... Discriminator Loss: 1.3761... Generator Loss: 0.7934
Epoch 4/8... Discriminator Loss: 1.3782... Generator Loss: 0.8025
Epoch 4/8... Discriminator Loss: 1.3364... Generator Loss: 0.7583
Epoch 4/8... Discriminator Loss: 1.4593... Generator Loss: 0.5736
Epoch 4/8... Discriminator Loss: 1.3917... Generator Loss: 0.8792
Epoch 4/8... Discriminator Loss: 1.4070... Generator Loss: 0.7511
Epoch 4/8... Discriminator Loss: 1.3954... Generator Loss: 0.7329
Epoch 4/8... Discriminator Loss: 1.4014... Generator Loss: 0.7021
Epoch 4/8... Discriminator Loss: 1.4066... Generator Loss: 0.7068
Epoch 4/8... Discriminator Loss: 1.3629... Generator Loss: 0.8357
Epoch 4/8... Discriminator Loss: 1.3848... Generator Loss: 0.7931
Epoch 4/8... Discriminator Loss: 1.3545... Generator Loss: 0.7524
Epoch 4/8... Discriminator Loss: 1.4142... Generator Loss: 0.6247
Epoch 4/8... Discriminator Loss: 1.3920... Generator Loss: 0.8786
Epoch 4/8... Discriminator Loss: 1.3923... Generator Loss: 0.7203
Epoch 4/8... Discriminator Loss: 1.3614... Generator Loss: 0.8318
Epoch 4/8... Discriminator Loss: 1.3671... Generator Loss: 0.7328
Epoch 4/8... Discriminator Loss: 1.4101... Generator Loss: 0.7904
Epoch 4/8... Discriminator Loss: 1.3686... Generator Loss: 0.7618
Epoch 4/8... Discriminator Loss: 1.3961... Generator Loss: 0.7523
Epoch 4/8... Discriminator Loss: 1.3890... Generator Loss: 0.6882
Epoch 4/8... Discriminator Loss: 1.4102... Generator Loss: 0.8016
Epoch 4/8... Discriminator Loss: 1.4086... Generator Loss: 0.7526
Epoch 4/8... Discriminator Loss: 1.4059... Generator Loss: 0.7622
Epoch 4/8... Discriminator Loss: 1.4213... Generator Loss: 0.6374
Epoch 4/8... Discriminator Loss: 1.4084... Generator Loss: 0.8169
Epoch 4/8... Discriminator Loss: 1.4286... Generator Loss: 0.7089
Epoch 4/8... Discriminator Loss: 1.3926... Generator Loss: 0.7580
Epoch 5/8... Discriminator Loss: 1.4007... Generator Loss: 0.7491
Epoch 5/8... Discriminator Loss: 1.3686... Generator Loss: 0.7523
Epoch 5/8... Discriminator Loss: 1.3681... Generator Loss: 0.8475
Epoch 5/8... Discriminator Loss: 1.3979... Generator Loss: 0.6278
Epoch 5/8... Discriminator Loss: 1.3858... Generator Loss: 0.7427
Epoch 5/8... Discriminator Loss: 1.3541... Generator Loss: 0.7784
Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.7620
Epoch 5/8... Discriminator Loss: 1.4165... Generator Loss: 0.7122
Epoch 5/8... Discriminator Loss: 1.3786... Generator Loss: 0.7625
Epoch 5/8... Discriminator Loss: 1.3869... Generator Loss: 0.7834
Epoch 5/8... Discriminator Loss: 1.3645... Generator Loss: 0.7477
Epoch 5/8... Discriminator Loss: 1.3859... Generator Loss: 0.7513
Epoch 5/8... Discriminator Loss: 1.4164... Generator Loss: 0.6962
Epoch 5/8... Discriminator Loss: 1.3581... Generator Loss: 0.8337
Epoch 5/8... Discriminator Loss: 1.3457... Generator Loss: 0.7400
Epoch 5/8... Discriminator Loss: 1.3855... Generator Loss: 0.7876
Epoch 5/8... Discriminator Loss: 1.3748... Generator Loss: 0.7694
Epoch 5/8... Discriminator Loss: 1.3816... Generator Loss: 0.7106
Epoch 5/8... Discriminator Loss: 1.3940... Generator Loss: 0.7378
Epoch 5/8... Discriminator Loss: 1.3814... Generator Loss: 0.7730
Epoch 5/8... Discriminator Loss: 1.3957... Generator Loss: 0.7475
Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.7065
Epoch 5/8... Discriminator Loss: 1.3909... Generator Loss: 0.6915
Epoch 5/8... Discriminator Loss: 1.3982... Generator Loss: 0.8098
Epoch 5/8... Discriminator Loss: 1.3973... Generator Loss: 0.6745
Epoch 5/8... Discriminator Loss: 1.3816... Generator Loss: 0.7515
Epoch 5/8... Discriminator Loss: 1.3683... Generator Loss: 0.7288
Epoch 5/8... Discriminator Loss: 1.4113... Generator Loss: 0.6900
Epoch 5/8... Discriminator Loss: 1.4178... Generator Loss: 0.7094
Epoch 5/8... Discriminator Loss: 1.3943... Generator Loss: 0.6881
Epoch 5/8... Discriminator Loss: 1.3743... Generator Loss: 0.8870
Epoch 5/8... Discriminator Loss: 1.3915... Generator Loss: 0.6930
Epoch 5/8... Discriminator Loss: 1.3973... Generator Loss: 0.7220
Epoch 5/8... Discriminator Loss: 1.4194... Generator Loss: 0.7872
Epoch 5/8... Discriminator Loss: 1.3837... Generator Loss: 0.8062
Epoch 5/8... Discriminator Loss: 1.3655... Generator Loss: 0.8024
Epoch 5/8... Discriminator Loss: 1.3633... Generator Loss: 0.8163
Epoch 5/8... Discriminator Loss: 1.3563... Generator Loss: 0.7535
Epoch 5/8... Discriminator Loss: 1.4019... Generator Loss: 0.7670
Epoch 5/8... Discriminator Loss: 1.4017... Generator Loss: 0.7891
Epoch 5/8... Discriminator Loss: 1.4006... Generator Loss: 0.6957
Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.7800
Epoch 5/8... Discriminator Loss: 1.3985... Generator Loss: 0.6976
Epoch 5/8... Discriminator Loss: 1.3729... Generator Loss: 0.7837
Epoch 5/8... Discriminator Loss: 1.3990... Generator Loss: 0.7649
Epoch 5/8... Discriminator Loss: 1.3880... Generator Loss: 0.6741
Epoch 5/8... Discriminator Loss: 1.4138... Generator Loss: 0.8335
Epoch 5/8... Discriminator Loss: 1.4122... Generator Loss: 0.7027
Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.7609
Epoch 5/8... Discriminator Loss: 1.4022... Generator Loss: 0.6799
Epoch 5/8... Discriminator Loss: 1.3998... Generator Loss: 0.9198
Epoch 5/8... Discriminator Loss: 1.3979... Generator Loss: 0.6946
Epoch 5/8... Discriminator Loss: 1.4132... Generator Loss: 0.7514
Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.7159
Epoch 5/8... Discriminator Loss: 1.3450... Generator Loss: 0.7912
Epoch 5/8... Discriminator Loss: 1.4024... Generator Loss: 0.7299
Epoch 5/8... Discriminator Loss: 1.3845... Generator Loss: 0.7378
Epoch 5/8... Discriminator Loss: 1.3925... Generator Loss: 0.8037
Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.7525
Epoch 5/8... Discriminator Loss: 1.3680... Generator Loss: 0.7117
Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.6893
Epoch 5/8... Discriminator Loss: 1.3989... Generator Loss: 0.7775
Epoch 5/8... Discriminator Loss: 1.3969... Generator Loss: 0.6831
Epoch 5/8... Discriminator Loss: 1.3542... Generator Loss: 0.8161
Epoch 5/8... Discriminator Loss: 1.3712... Generator Loss: 0.8086
Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.7173
Epoch 5/8... Discriminator Loss: 1.3975... Generator Loss: 0.8024
Epoch 5/8... Discriminator Loss: 1.3984... Generator Loss: 0.6937
Epoch 5/8... Discriminator Loss: 1.4070... Generator Loss: 0.7845
Epoch 5/8... Discriminator Loss: 1.3652... Generator Loss: 0.7604
Epoch 5/8... Discriminator Loss: 1.3817... Generator Loss: 0.7831
Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7072
Epoch 5/8... Discriminator Loss: 1.3738... Generator Loss: 0.8234
Epoch 5/8... Discriminator Loss: 1.4091... Generator Loss: 0.7547
Epoch 5/8... Discriminator Loss: 1.3687... Generator Loss: 0.7445
Epoch 5/8... Discriminator Loss: 1.3790... Generator Loss: 0.7919
Epoch 5/8... Discriminator Loss: 1.4354... Generator Loss: 0.6589
Epoch 5/8... Discriminator Loss: 1.3652... Generator Loss: 0.7889
Epoch 5/8... Discriminator Loss: 1.3654... Generator Loss: 0.7260
Epoch 5/8... Discriminator Loss: 1.3602... Generator Loss: 0.8370
Epoch 5/8... Discriminator Loss: 1.3942... Generator Loss: 0.7664
Epoch 5/8... Discriminator Loss: 1.4328... Generator Loss: 0.6997
Epoch 5/8... Discriminator Loss: 1.3748... Generator Loss: 0.8048
Epoch 5/8... Discriminator Loss: 1.3669... Generator Loss: 0.7424
Epoch 5/8... Discriminator Loss: 1.3827... Generator Loss: 0.7915
Epoch 5/8... Discriminator Loss: 1.3763... Generator Loss: 0.7346
Epoch 5/8... Discriminator Loss: 1.4068... Generator Loss: 0.7755
Epoch 5/8... Discriminator Loss: 1.3649... Generator Loss: 0.8023
Epoch 5/8... Discriminator Loss: 1.4063... Generator Loss: 0.8012
Epoch 5/8... Discriminator Loss: 1.4002... Generator Loss: 0.7036
Epoch 5/8... Discriminator Loss: 1.3827... Generator Loss: 0.7810
Epoch 5/8... Discriminator Loss: 1.3837... Generator Loss: 0.6828
Epoch 5/8... Discriminator Loss: 1.3942... Generator Loss: 0.7326
Epoch 5/8... Discriminator Loss: 1.3941... Generator Loss: 0.7776
Epoch 5/8... Discriminator Loss: 1.4160... Generator Loss: 0.7545
Epoch 5/8... Discriminator Loss: 1.4168... Generator Loss: 0.6455
Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.8669
Epoch 5/8... Discriminator Loss: 1.3635... Generator Loss: 0.7911
Epoch 5/8... Discriminator Loss: 1.3644... Generator Loss: 0.8151
Epoch 5/8... Discriminator Loss: 1.3759... Generator Loss: 0.7473
Epoch 5/8... Discriminator Loss: 1.3863... Generator Loss: 0.7594
Epoch 5/8... Discriminator Loss: 1.3551... Generator Loss: 0.7900
Epoch 5/8... Discriminator Loss: 1.3984... Generator Loss: 0.6994
Epoch 5/8... Discriminator Loss: 1.3919... Generator Loss: 0.7892
Epoch 5/8... Discriminator Loss: 1.3701... Generator Loss: 0.7585
Epoch 5/8... Discriminator Loss: 1.3868... Generator Loss: 0.7831
Epoch 5/8... Discriminator Loss: 1.3690... Generator Loss: 0.7355
Epoch 5/8... Discriminator Loss: 1.3966... Generator Loss: 0.8642
Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.7991
Epoch 5/8... Discriminator Loss: 1.3782... Generator Loss: 0.7683
Epoch 5/8... Discriminator Loss: 1.3873... Generator Loss: 0.7484
Epoch 5/8... Discriminator Loss: 1.3874... Generator Loss: 0.7463
Epoch 5/8... Discriminator Loss: 1.3896... Generator Loss: 0.7664
Epoch 5/8... Discriminator Loss: 1.3640... Generator Loss: 0.7435
Epoch 5/8... Discriminator Loss: 1.4280... Generator Loss: 0.8569
Epoch 5/8... Discriminator Loss: 1.4039... Generator Loss: 0.7095
Epoch 5/8... Discriminator Loss: 1.3647... Generator Loss: 0.9126
Epoch 5/8... Discriminator Loss: 1.3708... Generator Loss: 0.7196
Epoch 5/8... Discriminator Loss: 1.3823... Generator Loss: 0.8230
Epoch 5/8... Discriminator Loss: 1.3910... Generator Loss: 0.7473
Epoch 5/8... Discriminator Loss: 1.4131... Generator Loss: 0.8164
Epoch 5/8... Discriminator Loss: 1.4006... Generator Loss: 0.6646
Epoch 5/8... Discriminator Loss: 1.3857... Generator Loss: 0.7736
Epoch 5/8... Discriminator Loss: 1.3552... Generator Loss: 0.7703
Epoch 5/8... Discriminator Loss: 1.4004... Generator Loss: 0.7201
Epoch 5/8... Discriminator Loss: 1.4002... Generator Loss: 0.7508
Epoch 5/8... Discriminator Loss: 1.3828... Generator Loss: 0.7169
Epoch 5/8... Discriminator Loss: 1.3833... Generator Loss: 0.7747
Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.7290
Epoch 5/8... Discriminator Loss: 1.3676... Generator Loss: 0.8097
Epoch 5/8... Discriminator Loss: 1.4257... Generator Loss: 0.6328
Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.8274
Epoch 5/8... Discriminator Loss: 1.3703... Generator Loss: 0.7510
Epoch 5/8... Discriminator Loss: 1.3573... Generator Loss: 0.7235
Epoch 5/8... Discriminator Loss: 1.3694... Generator Loss: 0.7360
Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.7762
Epoch 5/8... Discriminator Loss: 1.3900... Generator Loss: 0.7492
Epoch 5/8... Discriminator Loss: 1.3722... Generator Loss: 0.7953
Epoch 5/8... Discriminator Loss: 1.3652... Generator Loss: 0.8144
Epoch 5/8... Discriminator Loss: 1.3466... Generator Loss: 0.7494
Epoch 5/8... Discriminator Loss: 1.3743... Generator Loss: 0.7533
Epoch 5/8... Discriminator Loss: 1.3633... Generator Loss: 0.8238
Epoch 5/8... Discriminator Loss: 1.4044... Generator Loss: 0.7464
Epoch 5/8... Discriminator Loss: 1.4086... Generator Loss: 0.7230
Epoch 5/8... Discriminator Loss: 1.3754... Generator Loss: 0.7837
Epoch 5/8... Discriminator Loss: 1.3586... Generator Loss: 0.6822
Epoch 5/8... Discriminator Loss: 1.1317... Generator Loss: 0.9189
Epoch 5/8... Discriminator Loss: 1.7523... Generator Loss: 1.4788
Epoch 5/8... Discriminator Loss: 1.3924... Generator Loss: 0.6016
Epoch 5/8... Discriminator Loss: 1.3340... Generator Loss: 0.8366
Epoch 5/8... Discriminator Loss: 1.3098... Generator Loss: 0.8242
Epoch 5/8... Discriminator Loss: 1.3817... Generator Loss: 0.6473
Epoch 5/8... Discriminator Loss: 1.3812... Generator Loss: 0.7453
Epoch 5/8... Discriminator Loss: 1.3758... Generator Loss: 0.6979
Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.7460
Epoch 5/8... Discriminator Loss: 1.3660... Generator Loss: 0.7536
Epoch 5/8... Discriminator Loss: 1.3618... Generator Loss: 0.7158
Epoch 5/8... Discriminator Loss: 1.3709... Generator Loss: 0.8108
Epoch 5/8... Discriminator Loss: 1.3889... Generator Loss: 0.6829
Epoch 5/8... Discriminator Loss: 1.3937... Generator Loss: 0.6788
Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.7483
Epoch 5/8... Discriminator Loss: 1.3932... Generator Loss: 0.7051
Epoch 5/8... Discriminator Loss: 1.3578... Generator Loss: 0.7586
Epoch 5/8... Discriminator Loss: 1.3807... Generator Loss: 0.8083
Epoch 5/8... Discriminator Loss: 1.4093... Generator Loss: 0.7686
Epoch 5/8... Discriminator Loss: 1.4168... Generator Loss: 0.6844
Epoch 5/8... Discriminator Loss: 1.3833... Generator Loss: 0.7462
Epoch 5/8... Discriminator Loss: 1.4154... Generator Loss: 0.7722
Epoch 5/8... Discriminator Loss: 1.3863... Generator Loss: 0.7882
Epoch 5/8... Discriminator Loss: 1.3622... Generator Loss: 0.7690
Epoch 5/8... Discriminator Loss: 1.3707... Generator Loss: 0.8175
Epoch 5/8... Discriminator Loss: 1.3996... Generator Loss: 0.7978
Epoch 5/8... Discriminator Loss: 1.3664... Generator Loss: 0.6879
Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.7339
Epoch 5/8... Discriminator Loss: 1.3704... Generator Loss: 0.7696
Epoch 5/8... Discriminator Loss: 1.4082... Generator Loss: 0.7398
Epoch 5/8... Discriminator Loss: 1.3902... Generator Loss: 0.7735
Epoch 5/8... Discriminator Loss: 1.4097... Generator Loss: 0.7773
Epoch 5/8... Discriminator Loss: 1.3757... Generator Loss: 0.7897
Epoch 5/8... Discriminator Loss: 1.3790... Generator Loss: 0.7449
Epoch 5/8... Discriminator Loss: 1.3782... Generator Loss: 0.7344
Epoch 5/8... Discriminator Loss: 1.4136... Generator Loss: 0.7245
Epoch 5/8... Discriminator Loss: 1.3672... Generator Loss: 0.7909
Epoch 5/8... Discriminator Loss: 1.3556... Generator Loss: 0.7360
Epoch 5/8... Discriminator Loss: 1.3971... Generator Loss: 0.7508
Epoch 5/8... Discriminator Loss: 1.3648... Generator Loss: 0.7898
Epoch 5/8... Discriminator Loss: 1.3630... Generator Loss: 0.7829
Epoch 5/8... Discriminator Loss: 1.4010... Generator Loss: 0.7251
Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.7620
Epoch 5/8... Discriminator Loss: 1.4066... Generator Loss: 0.8292
Epoch 5/8... Discriminator Loss: 1.4021... Generator Loss: 0.6867
Epoch 5/8... Discriminator Loss: 1.4011... Generator Loss: 0.7737
Epoch 5/8... Discriminator Loss: 1.3566... Generator Loss: 0.7302
Epoch 5/8... Discriminator Loss: 1.3855... Generator Loss: 0.7401
Epoch 5/8... Discriminator Loss: 1.3632... Generator Loss: 0.7661
Epoch 5/8... Discriminator Loss: 1.3652... Generator Loss: 0.7726
Epoch 5/8... Discriminator Loss: 1.4228... Generator Loss: 0.7393
Epoch 5/8... Discriminator Loss: 1.4358... Generator Loss: 0.7065
Epoch 5/8... Discriminator Loss: 1.3678... Generator Loss: 0.7459
Epoch 5/8... Discriminator Loss: 1.3720... Generator Loss: 0.7672
Epoch 5/8... Discriminator Loss: 1.3599... Generator Loss: 0.7496
Epoch 5/8... Discriminator Loss: 1.3849... Generator Loss: 0.7665
Epoch 5/8... Discriminator Loss: 1.3731... Generator Loss: 0.7449
Epoch 5/8... Discriminator Loss: 1.4027... Generator Loss: 0.7311
Epoch 5/8... Discriminator Loss: 1.3936... Generator Loss: 0.7229
Epoch 5/8... Discriminator Loss: 1.3707... Generator Loss: 0.7561
Epoch 5/8... Discriminator Loss: 1.3934... Generator Loss: 0.7190
Epoch 5/8... Discriminator Loss: 1.3730... Generator Loss: 0.7672
Epoch 5/8... Discriminator Loss: 1.3918... Generator Loss: 0.7453
Epoch 5/8... Discriminator Loss: 1.3864... Generator Loss: 0.7827
Epoch 5/8... Discriminator Loss: 1.3470... Generator Loss: 0.7650
Epoch 5/8... Discriminator Loss: 1.3781... Generator Loss: 0.7864
Epoch 5/8... Discriminator Loss: 1.4204... Generator Loss: 0.7053
Epoch 5/8... Discriminator Loss: 1.3758... Generator Loss: 0.7741
Epoch 5/8... Discriminator Loss: 1.3598... Generator Loss: 0.7613
Epoch 5/8... Discriminator Loss: 1.3663... Generator Loss: 0.7787
Epoch 5/8... Discriminator Loss: 1.3842... Generator Loss: 0.7532
Epoch 5/8... Discriminator Loss: 1.3988... Generator Loss: 0.7164
Epoch 5/8... Discriminator Loss: 1.4032... Generator Loss: 0.7433
Epoch 5/8... Discriminator Loss: 1.3688... Generator Loss: 0.7185
Epoch 5/8... Discriminator Loss: 1.3595... Generator Loss: 0.7840
Epoch 5/8... Discriminator Loss: 1.3887... Generator Loss: 0.6817
Epoch 5/8... Discriminator Loss: 1.3751... Generator Loss: 0.7766
Epoch 5/8... Discriminator Loss: 1.3928... Generator Loss: 0.7578
Epoch 5/8... Discriminator Loss: 1.4085... Generator Loss: 0.7832
Epoch 5/8... Discriminator Loss: 1.3852... Generator Loss: 0.6695
Epoch 5/8... Discriminator Loss: 1.4169... Generator Loss: 0.8999
Epoch 5/8... Discriminator Loss: 1.3926... Generator Loss: 0.7065
Epoch 5/8... Discriminator Loss: 1.3756... Generator Loss: 0.7653
Epoch 5/8... Discriminator Loss: 1.4013... Generator Loss: 0.7388
Epoch 5/8... Discriminator Loss: 1.3720... Generator Loss: 0.7869
Epoch 5/8... Discriminator Loss: 1.3834... Generator Loss: 0.6876
Epoch 5/8... Discriminator Loss: 1.3795... Generator Loss: 0.8199
Epoch 5/8... Discriminator Loss: 1.3977... Generator Loss: 0.7405
Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.7625
Epoch 5/8... Discriminator Loss: 1.3663... Generator Loss: 0.7983
Epoch 5/8... Discriminator Loss: 1.3860... Generator Loss: 0.7490
Epoch 5/8... Discriminator Loss: 1.3863... Generator Loss: 0.7062
Epoch 5/8... Discriminator Loss: 1.3985... Generator Loss: 0.8284
Epoch 5/8... Discriminator Loss: 1.3800... Generator Loss: 0.7970
Epoch 5/8... Discriminator Loss: 1.4155... Generator Loss: 0.6744
Epoch 5/8... Discriminator Loss: 1.3702... Generator Loss: 0.8810
Epoch 5/8... Discriminator Loss: 1.3758... Generator Loss: 0.7835
Epoch 5/8... Discriminator Loss: 1.3991... Generator Loss: 0.7422
Epoch 5/8... Discriminator Loss: 1.3704... Generator Loss: 0.8822
Epoch 5/8... Discriminator Loss: 1.3653... Generator Loss: 0.7669
Epoch 5/8... Discriminator Loss: 1.3915... Generator Loss: 0.7759
Epoch 5/8... Discriminator Loss: 1.3949... Generator Loss: 0.7411
Epoch 5/8... Discriminator Loss: 1.3861... Generator Loss: 0.7322
Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.7852
Epoch 5/8... Discriminator Loss: 1.3795... Generator Loss: 0.7393
Epoch 5/8... Discriminator Loss: 1.3954... Generator Loss: 0.7263
Epoch 5/8... Discriminator Loss: 1.3726... Generator Loss: 0.7772
Epoch 5/8... Discriminator Loss: 1.3994... Generator Loss: 0.7356
Epoch 5/8... Discriminator Loss: 1.4010... Generator Loss: 0.7938
Epoch 5/8... Discriminator Loss: 1.3821... Generator Loss: 0.7882
Epoch 5/8... Discriminator Loss: 1.3688... Generator Loss: 0.7696
Epoch 5/8... Discriminator Loss: 1.3764... Generator Loss: 0.7608
Epoch 5/8... Discriminator Loss: 1.3709... Generator Loss: 0.8148
Epoch 5/8... Discriminator Loss: 1.3494... Generator Loss: 0.7167
Epoch 5/8... Discriminator Loss: 1.4014... Generator Loss: 0.8809
Epoch 5/8... Discriminator Loss: 1.3943... Generator Loss: 0.7246
Epoch 5/8... Discriminator Loss: 1.3902... Generator Loss: 0.7934
Epoch 5/8... Discriminator Loss: 1.3537... Generator Loss: 0.8058
Epoch 5/8... Discriminator Loss: 1.4022... Generator Loss: 0.7168
Epoch 5/8... Discriminator Loss: 1.3699... Generator Loss: 0.7823
Epoch 5/8... Discriminator Loss: 1.3634... Generator Loss: 0.7468
Epoch 5/8... Discriminator Loss: 1.3920... Generator Loss: 0.7553
Epoch 5/8... Discriminator Loss: 1.3916... Generator Loss: 0.8226
Epoch 5/8... Discriminator Loss: 1.3772... Generator Loss: 0.7454
Epoch 5/8... Discriminator Loss: 1.3817... Generator Loss: 0.8259
Epoch 5/8... Discriminator Loss: 1.4018... Generator Loss: 0.8298
Epoch 5/8... Discriminator Loss: 1.3865... Generator Loss: 0.7629
Epoch 5/8... Discriminator Loss: 1.3825... Generator Loss: 0.7817
Epoch 5/8... Discriminator Loss: 1.3774... Generator Loss: 0.7425
Epoch 5/8... Discriminator Loss: 1.3636... Generator Loss: 0.7716
Epoch 5/8... Discriminator Loss: 1.3538... Generator Loss: 0.8099
Epoch 5/8... Discriminator Loss: 1.3843... Generator Loss: 0.7793
Epoch 5/8... Discriminator Loss: 1.4152... Generator Loss: 0.6860
Epoch 5/8... Discriminator Loss: 1.3903... Generator Loss: 0.8131
Epoch 5/8... Discriminator Loss: 1.3718... Generator Loss: 0.7590
Epoch 5/8... Discriminator Loss: 1.3534... Generator Loss: 0.7461
Epoch 5/8... Discriminator Loss: 1.4031... Generator Loss: 0.7390
Epoch 5/8... Discriminator Loss: 1.4084... Generator Loss: 0.7069
Epoch 5/8... Discriminator Loss: 1.4048... Generator Loss: 0.7861
Epoch 5/8... Discriminator Loss: 1.3901... Generator Loss: 0.7833
Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.7441
Epoch 5/8... Discriminator Loss: 1.3810... Generator Loss: 0.8125
Epoch 5/8... Discriminator Loss: 1.3990... Generator Loss: 0.7521
Epoch 5/8... Discriminator Loss: 1.3735... Generator Loss: 0.7850
Epoch 5/8... Discriminator Loss: 1.4009... Generator Loss: 0.7228
Epoch 5/8... Discriminator Loss: 1.4230... Generator Loss: 0.7686
Epoch 5/8... Discriminator Loss: 1.3985... Generator Loss: 0.7647
Epoch 5/8... Discriminator Loss: 1.3695... Generator Loss: 0.7419
Epoch 5/8... Discriminator Loss: 1.3815... Generator Loss: 0.7742
Epoch 5/8... Discriminator Loss: 1.3624... Generator Loss: 0.7871
Epoch 5/8... Discriminator Loss: 1.3837... Generator Loss: 0.8059
Epoch 5/8... Discriminator Loss: 1.3883... Generator Loss: 0.6663
Epoch 5/8... Discriminator Loss: 1.3657... Generator Loss: 0.8454
Epoch 5/8... Discriminator Loss: 1.3764... Generator Loss: 0.7155
Epoch 5/8... Discriminator Loss: 1.3708... Generator Loss: 0.7572
Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.8463
Epoch 5/8... Discriminator Loss: 1.4155... Generator Loss: 0.6867
Epoch 5/8... Discriminator Loss: 1.3824... Generator Loss: 0.8166
Epoch 5/8... Discriminator Loss: 1.3900... Generator Loss: 0.6974
Epoch 5/8... Discriminator Loss: 1.3620... Generator Loss: 0.8096
Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.7269
Epoch 5/8... Discriminator Loss: 1.3762... Generator Loss: 0.7781
Epoch 5/8... Discriminator Loss: 1.3914... Generator Loss: 0.7445
Epoch 5/8... Discriminator Loss: 1.3976... Generator Loss: 0.7063
Epoch 5/8... Discriminator Loss: 1.4137... Generator Loss: 0.7105
Epoch 5/8... Discriminator Loss: 1.3695... Generator Loss: 0.8042
Epoch 5/8... Discriminator Loss: 1.3675... Generator Loss: 0.7620
Epoch 5/8... Discriminator Loss: 1.3963... Generator Loss: 0.7081
Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.7723
Epoch 5/8... Discriminator Loss: 1.3601... Generator Loss: 0.7610
Epoch 5/8... Discriminator Loss: 1.3716... Generator Loss: 0.8369
Epoch 5/8... Discriminator Loss: 1.4017... Generator Loss: 0.5846
Epoch 5/8... Discriminator Loss: 1.3866... Generator Loss: 0.8659
Epoch 5/8... Discriminator Loss: 1.4231... Generator Loss: 0.6345
Epoch 5/8... Discriminator Loss: 1.3724... Generator Loss: 0.8003
Epoch 5/8... Discriminator Loss: 1.3879... Generator Loss: 0.7090
Epoch 5/8... Discriminator Loss: 1.3897... Generator Loss: 0.7129
Epoch 5/8... Discriminator Loss: 1.3877... Generator Loss: 0.7268
Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.8102
Epoch 5/8... Discriminator Loss: 1.3872... Generator Loss: 0.7130
Epoch 5/8... Discriminator Loss: 1.3869... Generator Loss: 0.7791
Epoch 5/8... Discriminator Loss: 1.3842... Generator Loss: 0.7874
Epoch 5/8... Discriminator Loss: 1.4127... Generator Loss: 0.7091
Epoch 5/8... Discriminator Loss: 1.3863... Generator Loss: 0.7513
Epoch 5/8... Discriminator Loss: 1.4029... Generator Loss: 0.7980
Epoch 5/8... Discriminator Loss: 1.4076... Generator Loss: 0.7704
Epoch 5/8... Discriminator Loss: 1.3999... Generator Loss: 0.7690
Epoch 5/8... Discriminator Loss: 1.3850... Generator Loss: 0.7625
Epoch 5/8... Discriminator Loss: 1.3530... Generator Loss: 0.7719
Epoch 5/8... Discriminator Loss: 1.3737... Generator Loss: 0.7211
Epoch 5/8... Discriminator Loss: 1.3968... Generator Loss: 0.7842
Epoch 5/8... Discriminator Loss: 1.3968... Generator Loss: 0.7414
Epoch 5/8... Discriminator Loss: 1.3777... Generator Loss: 0.7906
Epoch 5/8... Discriminator Loss: 1.3869... Generator Loss: 0.7594
Epoch 5/8... Discriminator Loss: 1.3759... Generator Loss: 0.8614
Epoch 5/8... Discriminator Loss: 1.3804... Generator Loss: 0.7996
Epoch 5/8... Discriminator Loss: 1.4097... Generator Loss: 0.7579
Epoch 5/8... Discriminator Loss: 1.3501... Generator Loss: 0.7888
Epoch 5/8... Discriminator Loss: 1.3858... Generator Loss: 0.6718
Epoch 5/8... Discriminator Loss: 1.3813... Generator Loss: 0.7827
Epoch 5/8... Discriminator Loss: 1.3566... Generator Loss: 0.7959
Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.7836
Epoch 5/8... Discriminator Loss: 1.3673... Generator Loss: 0.7496
Epoch 5/8... Discriminator Loss: 1.3659... Generator Loss: 0.7263
Epoch 5/8... Discriminator Loss: 1.3748... Generator Loss: 0.8209
Epoch 5/8... Discriminator Loss: 1.3721... Generator Loss: 0.7875
Epoch 5/8... Discriminator Loss: 1.3652... Generator Loss: 0.7523
Epoch 5/8... Discriminator Loss: 1.3657... Generator Loss: 0.7622
Epoch 5/8... Discriminator Loss: 1.3938... Generator Loss: 0.7353
Epoch 5/8... Discriminator Loss: 1.3778... Generator Loss: 0.7997
Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.7638
Epoch 5/8... Discriminator Loss: 1.3893... Generator Loss: 0.8226
Epoch 5/8... Discriminator Loss: 1.3850... Generator Loss: 0.7296
Epoch 5/8... Discriminator Loss: 1.3917... Generator Loss: 0.8117
Epoch 5/8... Discriminator Loss: 1.4099... Generator Loss: 0.7574
Epoch 5/8... Discriminator Loss: 1.3968... Generator Loss: 0.7422
Epoch 5/8... Discriminator Loss: 1.3518... Generator Loss: 0.7794
Epoch 5/8... Discriminator Loss: 1.3784... Generator Loss: 0.7777
Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.7064
Epoch 5/8... Discriminator Loss: 1.3986... Generator Loss: 0.7805
Epoch 5/8... Discriminator Loss: 1.3714... Generator Loss: 0.7127
Epoch 5/8... Discriminator Loss: 1.3715... Generator Loss: 0.8279
Epoch 5/8... Discriminator Loss: 1.3828... Generator Loss: 0.7139
Epoch 5/8... Discriminator Loss: 1.4045... Generator Loss: 0.7461
Epoch 5/8... Discriminator Loss: 1.3791... Generator Loss: 0.7559
Epoch 5/8... Discriminator Loss: 1.3671... Generator Loss: 0.7462
Epoch 5/8... Discriminator Loss: 1.3843... Generator Loss: 0.7699
Epoch 5/8... Discriminator Loss: 1.3833... Generator Loss: 0.7980
Epoch 5/8... Discriminator Loss: 1.3858... Generator Loss: 0.7219
Epoch 5/8... Discriminator Loss: 1.3812... Generator Loss: 0.7869
Epoch 5/8... Discriminator Loss: 1.3719... Generator Loss: 0.7829
Epoch 5/8... Discriminator Loss: 1.3917... Generator Loss: 0.8238
Epoch 5/8... Discriminator Loss: 1.3558... Generator Loss: 0.7222
Epoch 5/8... Discriminator Loss: 1.3563... Generator Loss: 0.8067
Epoch 5/8... Discriminator Loss: 1.3905... Generator Loss: 0.7228
Epoch 5/8... Discriminator Loss: 1.3952... Generator Loss: 0.7775
Epoch 5/8... Discriminator Loss: 1.3784... Generator Loss: 0.7444
Epoch 5/8... Discriminator Loss: 1.3763... Generator Loss: 0.8119
Epoch 5/8... Discriminator Loss: 1.3660... Generator Loss: 0.7302
Epoch 5/8... Discriminator Loss: 1.3857... Generator Loss: 0.7895
Epoch 5/8... Discriminator Loss: 1.3950... Generator Loss: 0.7242
Epoch 5/8... Discriminator Loss: 1.4444... Generator Loss: 0.6553
Epoch 5/8... Discriminator Loss: 1.3958... Generator Loss: 0.9308
Epoch 5/8... Discriminator Loss: 1.3772... Generator Loss: 0.7246
Epoch 5/8... Discriminator Loss: 1.3629... Generator Loss: 0.7854
Epoch 5/8... Discriminator Loss: 1.3850... Generator Loss: 0.7370
Epoch 5/8... Discriminator Loss: 1.3743... Generator Loss: 0.8030
Epoch 5/8... Discriminator Loss: 1.4267... Generator Loss: 0.6913
Epoch 5/8... Discriminator Loss: 1.3772... Generator Loss: 0.8242
Epoch 5/8... Discriminator Loss: 1.3687... Generator Loss: 0.7780
Epoch 5/8... Discriminator Loss: 1.3872... Generator Loss: 0.7523
Epoch 5/8... Discriminator Loss: 1.3609... Generator Loss: 0.7876
Epoch 5/8... Discriminator Loss: 1.3883... Generator Loss: 0.6944
Epoch 5/8... Discriminator Loss: 1.3803... Generator Loss: 0.7760
Epoch 5/8... Discriminator Loss: 1.3965... Generator Loss: 0.7699
Epoch 5/8... Discriminator Loss: 1.3673... Generator Loss: 0.7880
Epoch 5/8... Discriminator Loss: 1.3999... Generator Loss: 0.6606
Epoch 5/8... Discriminator Loss: 1.3533... Generator Loss: 0.7939
Epoch 5/8... Discriminator Loss: 1.4014... Generator Loss: 0.6479
Epoch 5/8... Discriminator Loss: 1.3688... Generator Loss: 0.7830
Epoch 5/8... Discriminator Loss: 1.3822... Generator Loss: 0.7836
Epoch 5/8... Discriminator Loss: 1.4025... Generator Loss: 0.7086
Epoch 5/8... Discriminator Loss: 1.4104... Generator Loss: 0.6901
Epoch 5/8... Discriminator Loss: 1.3635... Generator Loss: 0.7854
Epoch 5/8... Discriminator Loss: 1.3583... Generator Loss: 0.8036
Epoch 5/8... Discriminator Loss: 1.4145... Generator Loss: 0.8954
Epoch 5/8... Discriminator Loss: 1.3770... Generator Loss: 0.7360
Epoch 5/8... Discriminator Loss: 1.3985... Generator Loss: 0.7823
Epoch 5/8... Discriminator Loss: 1.3778... Generator Loss: 0.7977
Epoch 5/8... Discriminator Loss: 1.3774... Generator Loss: 0.7485
Epoch 5/8... Discriminator Loss: 1.3754... Generator Loss: 0.7560
Epoch 5/8... Discriminator Loss: 1.3983... Generator Loss: 0.6910
Epoch 5/8... Discriminator Loss: 1.4213... Generator Loss: 0.7075
Epoch 5/8... Discriminator Loss: 1.3916... Generator Loss: 0.7386
Epoch 5/8... Discriminator Loss: 1.3666... Generator Loss: 0.7952
Epoch 5/8... Discriminator Loss: 1.3893... Generator Loss: 0.7540
Epoch 5/8... Discriminator Loss: 1.3885... Generator Loss: 0.8598
Epoch 5/8... Discriminator Loss: 1.3664... Generator Loss: 0.8274
Epoch 5/8... Discriminator Loss: 1.3971... Generator Loss: 0.8505
Epoch 5/8... Discriminator Loss: 1.3729... Generator Loss: 0.7870
Epoch 5/8... Discriminator Loss: 1.4127... Generator Loss: 0.6805
Epoch 5/8... Discriminator Loss: 1.4045... Generator Loss: 0.7848
Epoch 5/8... Discriminator Loss: 1.4015... Generator Loss: 0.8257
Epoch 5/8... Discriminator Loss: 1.3778... Generator Loss: 0.7429
Epoch 5/8... Discriminator Loss: 1.4080... Generator Loss: 0.8498
Epoch 5/8... Discriminator Loss: 1.4020... Generator Loss: 0.6872
Epoch 5/8... Discriminator Loss: 1.3812... Generator Loss: 0.8353
Epoch 5/8... Discriminator Loss: 1.3890... Generator Loss: 0.7419
Epoch 5/8... Discriminator Loss: 1.3915... Generator Loss: 0.7797
Epoch 5/8... Discriminator Loss: 1.3887... Generator Loss: 0.7172
Epoch 5/8... Discriminator Loss: 1.4031... Generator Loss: 0.8973
Epoch 5/8... Discriminator Loss: 1.3931... Generator Loss: 0.6826
Epoch 5/8... Discriminator Loss: 1.3827... Generator Loss: 0.8576
Epoch 5/8... Discriminator Loss: 1.3809... Generator Loss: 0.7309
Epoch 5/8... Discriminator Loss: 1.3824... Generator Loss: 0.8215
Epoch 5/8... Discriminator Loss: 1.4074... Generator Loss: 0.7551
Epoch 5/8... Discriminator Loss: 1.3834... Generator Loss: 0.8341
Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.7284
Epoch 5/8... Discriminator Loss: 1.3892... Generator Loss: 0.7101
Epoch 5/8... Discriminator Loss: 1.4036... Generator Loss: 0.8335
Epoch 5/8... Discriminator Loss: 1.3968... Generator Loss: 0.7349
Epoch 5/8... Discriminator Loss: 1.4058... Generator Loss: 0.7260
Epoch 5/8... Discriminator Loss: 1.4114... Generator Loss: 0.8332
Epoch 5/8... Discriminator Loss: 1.3922... Generator Loss: 0.7926
Epoch 5/8... Discriminator Loss: 1.3842... Generator Loss: 0.7331
Epoch 5/8... Discriminator Loss: 1.3578... Generator Loss: 0.7604
Epoch 5/8... Discriminator Loss: 1.4008... Generator Loss: 0.8186
Epoch 5/8... Discriminator Loss: 1.4065... Generator Loss: 0.6676
Epoch 5/8... Discriminator Loss: 1.3797... Generator Loss: 0.8377
Epoch 5/8... Discriminator Loss: 1.3940... Generator Loss: 0.6793
Epoch 5/8... Discriminator Loss: 1.3882... Generator Loss: 0.7976
Epoch 5/8... Discriminator Loss: 1.3889... Generator Loss: 0.8087
Epoch 5/8... Discriminator Loss: 1.3607... Generator Loss: 0.7736
Epoch 5/8... Discriminator Loss: 1.3619... Generator Loss: 0.8128
Epoch 5/8... Discriminator Loss: 1.3740... Generator Loss: 0.7688
Epoch 5/8... Discriminator Loss: 1.4001... Generator Loss: 0.8784
Epoch 5/8... Discriminator Loss: 1.3683... Generator Loss: 0.7498
Epoch 5/8... Discriminator Loss: 1.3976... Generator Loss: 0.7679
Epoch 5/8... Discriminator Loss: 1.4114... Generator Loss: 0.7067
Epoch 5/8... Discriminator Loss: 1.3889... Generator Loss: 0.7633
Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.8041
Epoch 5/8... Discriminator Loss: 1.3713... Generator Loss: 0.7743
Epoch 5/8... Discriminator Loss: 1.3924... Generator Loss: 0.6901
Epoch 5/8... Discriminator Loss: 1.3997... Generator Loss: 0.7961
Epoch 5/8... Discriminator Loss: 1.4070... Generator Loss: 0.7654
Epoch 5/8... Discriminator Loss: 1.3857... Generator Loss: 0.7651
Epoch 5/8... Discriminator Loss: 1.3748... Generator Loss: 0.7281
Epoch 5/8... Discriminator Loss: 1.3899... Generator Loss: 0.7687
Epoch 5/8... Discriminator Loss: 1.3857... Generator Loss: 0.7258
Epoch 5/8... Discriminator Loss: 1.3892... Generator Loss: 0.8298
Epoch 5/8... Discriminator Loss: 1.3738... Generator Loss: 0.7990
Epoch 5/8... Discriminator Loss: 1.3934... Generator Loss: 0.7304
Epoch 5/8... Discriminator Loss: 1.3915... Generator Loss: 0.7403
Epoch 5/8... Discriminator Loss: 1.3892... Generator Loss: 0.7794
Epoch 5/8... Discriminator Loss: 1.4069... Generator Loss: 0.7614
Epoch 5/8... Discriminator Loss: 1.3674... Generator Loss: 0.7889
Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.7918
Epoch 5/8... Discriminator Loss: 1.4049... Generator Loss: 0.6938
Epoch 5/8... Discriminator Loss: 1.3951... Generator Loss: 0.7844
Epoch 5/8... Discriminator Loss: 1.3690... Generator Loss: 0.7842
Epoch 5/8... Discriminator Loss: 1.4205... Generator Loss: 0.7305
Epoch 5/8... Discriminator Loss: 1.3866... Generator Loss: 0.7514
Epoch 5/8... Discriminator Loss: 1.3964... Generator Loss: 0.6913
Epoch 5/8... Discriminator Loss: 1.3707... Generator Loss: 0.7935
Epoch 5/8... Discriminator Loss: 1.3785... Generator Loss: 0.7474
Epoch 5/8... Discriminator Loss: 1.3938... Generator Loss: 0.7598
Epoch 5/8... Discriminator Loss: 1.3991... Generator Loss: 0.7471
Epoch 5/8... Discriminator Loss: 1.3861... Generator Loss: 0.7271
Epoch 5/8... Discriminator Loss: 1.3884... Generator Loss: 0.7857
Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.7581
Epoch 5/8... Discriminator Loss: 1.4069... Generator Loss: 0.7233
Epoch 5/8... Discriminator Loss: 1.3554... Generator Loss: 0.8140
Epoch 5/8... Discriminator Loss: 1.4144... Generator Loss: 0.6445
Epoch 5/8... Discriminator Loss: 1.3963... Generator Loss: 0.7734
Epoch 5/8... Discriminator Loss: 1.3801... Generator Loss: 0.8740
Epoch 5/8... Discriminator Loss: 1.3899... Generator Loss: 0.6496
Epoch 5/8... Discriminator Loss: 1.3941... Generator Loss: 0.9234
Epoch 5/8... Discriminator Loss: 1.4014... Generator Loss: 0.7026
Epoch 5/8... Discriminator Loss: 1.3657... Generator Loss: 0.8045
Epoch 5/8... Discriminator Loss: 1.3809... Generator Loss: 0.7572
Epoch 5/8... Discriminator Loss: 1.3966... Generator Loss: 0.7171
Epoch 5/8... Discriminator Loss: 1.3871... Generator Loss: 0.7062
Epoch 5/8... Discriminator Loss: 1.3940... Generator Loss: 0.8049
Epoch 5/8... Discriminator Loss: 1.3926... Generator Loss: 0.7651
Epoch 5/8... Discriminator Loss: 1.3709... Generator Loss: 0.7272
Epoch 5/8... Discriminator Loss: 1.3809... Generator Loss: 0.7939
Epoch 5/8... Discriminator Loss: 1.3980... Generator Loss: 0.7379
Epoch 5/8... Discriminator Loss: 1.3706... Generator Loss: 0.7841
Epoch 5/8... Discriminator Loss: 1.3891... Generator Loss: 0.7853
Epoch 5/8... Discriminator Loss: 1.3863... Generator Loss: 0.7734
Epoch 5/8... Discriminator Loss: 1.3774... Generator Loss: 0.8306
Epoch 5/8... Discriminator Loss: 1.3566... Generator Loss: 0.7626
Epoch 5/8... Discriminator Loss: 1.3955... Generator Loss: 0.7460
Epoch 5/8... Discriminator Loss: 1.3770... Generator Loss: 0.7762
Epoch 5/8... Discriminator Loss: 1.3800... Generator Loss: 0.7712
Epoch 5/8... Discriminator Loss: 1.3921... Generator Loss: 0.6991
Epoch 5/8... Discriminator Loss: 1.3842... Generator Loss: 0.7919
Epoch 5/8... Discriminator Loss: 1.3960... Generator Loss: 0.7144
Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.8270
Epoch 5/8... Discriminator Loss: 1.3898... Generator Loss: 0.6682
Epoch 5/8... Discriminator Loss: 1.3850... Generator Loss: 0.9511
Epoch 5/8... Discriminator Loss: 1.3890... Generator Loss: 0.7108
Epoch 5/8... Discriminator Loss: 1.3881... Generator Loss: 0.7671
Epoch 5/8... Discriminator Loss: 1.3606... Generator Loss: 0.8523
Epoch 5/8... Discriminator Loss: 1.4122... Generator Loss: 0.6775
Epoch 5/8... Discriminator Loss: 1.4212... Generator Loss: 0.9329
Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.6884
Epoch 5/8... Discriminator Loss: 1.3688... Generator Loss: 0.7620
Epoch 5/8... Discriminator Loss: 1.4030... Generator Loss: 0.7494
Epoch 5/8... Discriminator Loss: 1.4097... Generator Loss: 0.7197
Epoch 5/8... Discriminator Loss: 1.3954... Generator Loss: 0.7029
Epoch 5/8... Discriminator Loss: 1.3772... Generator Loss: 0.7918
Epoch 5/8... Discriminator Loss: 1.3918... Generator Loss: 0.6962
Epoch 5/8... Discriminator Loss: 1.3953... Generator Loss: 0.7950
Epoch 5/8... Discriminator Loss: 1.3821... Generator Loss: 0.7674
Epoch 5/8... Discriminator Loss: 1.4053... Generator Loss: 0.7381
Epoch 5/8... Discriminator Loss: 1.3761... Generator Loss: 0.7501
Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.7774
Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.7251
Epoch 5/8... Discriminator Loss: 1.3884... Generator Loss: 0.7619
Epoch 5/8... Discriminator Loss: 1.3655... Generator Loss: 0.8285
Epoch 5/8... Discriminator Loss: 1.3748... Generator Loss: 0.6932
Epoch 5/8... Discriminator Loss: 1.4025... Generator Loss: 0.8287
Epoch 5/8... Discriminator Loss: 1.4097... Generator Loss: 0.7277
Epoch 5/8... Discriminator Loss: 1.3683... Generator Loss: 0.8148
Epoch 5/8... Discriminator Loss: 1.3781... Generator Loss: 0.7427
Epoch 5/8... Discriminator Loss: 1.3946... Generator Loss: 0.7739
Epoch 5/8... Discriminator Loss: 1.4112... Generator Loss: 0.7469
Epoch 5/8... Discriminator Loss: 1.3920... Generator Loss: 0.7695
Epoch 5/8... Discriminator Loss: 1.3740... Generator Loss: 0.7489
Epoch 5/8... Discriminator Loss: 1.3869... Generator Loss: 0.7700
Epoch 5/8... Discriminator Loss: 1.4227... Generator Loss: 0.8611
Epoch 5/8... Discriminator Loss: 1.3764... Generator Loss: 0.7398
Epoch 5/8... Discriminator Loss: 1.3926... Generator Loss: 0.8057
Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7837
Epoch 5/8... Discriminator Loss: 1.4021... Generator Loss: 0.8194
Epoch 5/8... Discriminator Loss: 1.3924... Generator Loss: 0.7176
Epoch 5/8... Discriminator Loss: 1.3939... Generator Loss: 0.8133
Epoch 5/8... Discriminator Loss: 1.3878... Generator Loss: 0.7255
Epoch 5/8... Discriminator Loss: 1.3741... Generator Loss: 0.7448
Epoch 5/8... Discriminator Loss: 1.3801... Generator Loss: 0.7548
Epoch 5/8... Discriminator Loss: 1.3496... Generator Loss: 0.8070
Epoch 5/8... Discriminator Loss: 1.3737... Generator Loss: 0.7012
Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.8552
Epoch 5/8... Discriminator Loss: 1.3899... Generator Loss: 0.7308
Epoch 5/8... Discriminator Loss: 1.3942... Generator Loss: 0.7512
Epoch 5/8... Discriminator Loss: 1.3991... Generator Loss: 0.8351
Epoch 5/8... Discriminator Loss: 1.3777... Generator Loss: 0.7017
Epoch 5/8... Discriminator Loss: 1.3604... Generator Loss: 0.7942
Epoch 5/8... Discriminator Loss: 1.4031... Generator Loss: 0.7778
Epoch 5/8... Discriminator Loss: 1.4117... Generator Loss: 0.7592
Epoch 5/8... Discriminator Loss: 1.4145... Generator Loss: 0.7089
Epoch 5/8... Discriminator Loss: 1.3713... Generator Loss: 0.7644
Epoch 5/8... Discriminator Loss: 1.3999... Generator Loss: 0.8669
Epoch 5/8... Discriminator Loss: 1.4046... Generator Loss: 0.7198
Epoch 5/8... Discriminator Loss: 1.3800... Generator Loss: 0.8083
Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.7764
Epoch 5/8... Discriminator Loss: 1.4010... Generator Loss: 0.6965
Epoch 5/8... Discriminator Loss: 1.3741... Generator Loss: 0.7969
Epoch 5/8... Discriminator Loss: 1.3854... Generator Loss: 0.7512
Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.8399
Epoch 5/8... Discriminator Loss: 1.3759... Generator Loss: 0.7261
Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.7606
Epoch 5/8... Discriminator Loss: 1.3687... Generator Loss: 0.7978
Epoch 5/8... Discriminator Loss: 1.3953... Generator Loss: 0.7967
Epoch 5/8... Discriminator Loss: 1.3762... Generator Loss: 0.7755
Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7247
Epoch 5/8... Discriminator Loss: 1.3880... Generator Loss: 0.8532
Epoch 5/8... Discriminator Loss: 1.3791... Generator Loss: 0.7657
Epoch 5/8... Discriminator Loss: 1.3634... Generator Loss: 0.8598
Epoch 5/8... Discriminator Loss: 1.4281... Generator Loss: 0.6450
Epoch 5/8... Discriminator Loss: 1.4240... Generator Loss: 0.9208
Epoch 5/8... Discriminator Loss: 1.3987... Generator Loss: 0.6382
Epoch 5/8... Discriminator Loss: 1.3655... Generator Loss: 0.9123
Epoch 5/8... Discriminator Loss: 1.4009... Generator Loss: 0.6836
Epoch 5/8... Discriminator Loss: 1.3594... Generator Loss: 0.7861
Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.6995
Epoch 5/8... Discriminator Loss: 1.3559... Generator Loss: 0.8392
Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.8367
Epoch 5/8... Discriminator Loss: 1.3984... Generator Loss: 0.7699
Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.8129
Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.7232
Epoch 5/8... Discriminator Loss: 1.3855... Generator Loss: 0.7563
Epoch 5/8... Discriminator Loss: 1.4094... Generator Loss: 0.7033
Epoch 5/8... Discriminator Loss: 1.3812... Generator Loss: 0.8163
Epoch 5/8... Discriminator Loss: 1.3879... Generator Loss: 0.7223
Epoch 5/8... Discriminator Loss: 1.3859... Generator Loss: 0.7806
Epoch 5/8... Discriminator Loss: 1.3874... Generator Loss: 0.7471
Epoch 5/8... Discriminator Loss: 1.3689... Generator Loss: 0.8453
Epoch 5/8... Discriminator Loss: 1.3953... Generator Loss: 0.7629
Epoch 5/8... Discriminator Loss: 1.3653... Generator Loss: 0.7905
Epoch 5/8... Discriminator Loss: 1.4200... Generator Loss: 0.7491
Epoch 5/8... Discriminator Loss: 1.3785... Generator Loss: 0.8103
Epoch 5/8... Discriminator Loss: 1.3974... Generator Loss: 0.7300
Epoch 5/8... Discriminator Loss: 1.3711... Generator Loss: 0.7772
Epoch 5/8... Discriminator Loss: 1.3820... Generator Loss: 0.7827
Epoch 5/8... Discriminator Loss: 1.3611... Generator Loss: 0.7848
Epoch 5/8... Discriminator Loss: 1.3961... Generator Loss: 0.8034
Epoch 5/8... Discriminator Loss: 1.3964... Generator Loss: 0.7004
Epoch 5/8... Discriminator Loss: 1.3888... Generator Loss: 0.7932
Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.7828
Epoch 5/8... Discriminator Loss: 1.3754... Generator Loss: 0.7484
Epoch 5/8... Discriminator Loss: 1.3801... Generator Loss: 0.7752
Epoch 5/8... Discriminator Loss: 1.4007... Generator Loss: 0.7395
Epoch 5/8... Discriminator Loss: 1.3871... Generator Loss: 0.7503
Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.8108
Epoch 5/8... Discriminator Loss: 1.3911... Generator Loss: 0.7606
Epoch 6/8... Discriminator Loss: 1.3824... Generator Loss: 0.8217
Epoch 6/8... Discriminator Loss: 1.3816... Generator Loss: 0.7453
Epoch 6/8... Discriminator Loss: 1.3853... Generator Loss: 0.8032
Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.7352
Epoch 6/8... Discriminator Loss: 1.3940... Generator Loss: 0.8321
Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.7675
Epoch 6/8... Discriminator Loss: 1.3891... Generator Loss: 0.7639
Epoch 6/8... Discriminator Loss: 1.4113... Generator Loss: 0.7330
Epoch 6/8... Discriminator Loss: 1.4046... Generator Loss: 0.7394
Epoch 6/8... Discriminator Loss: 1.3908... Generator Loss: 0.7835
Epoch 6/8... Discriminator Loss: 1.3764... Generator Loss: 0.7513
Epoch 6/8... Discriminator Loss: 1.3856... Generator Loss: 0.8321
Epoch 6/8... Discriminator Loss: 1.4006... Generator Loss: 0.6466
Epoch 6/8... Discriminator Loss: 1.3848... Generator Loss: 0.8327
Epoch 6/8... Discriminator Loss: 1.3662... Generator Loss: 0.7328
Epoch 6/8... Discriminator Loss: 1.3762... Generator Loss: 0.7758
Epoch 6/8... Discriminator Loss: 1.3756... Generator Loss: 0.7613
Epoch 6/8... Discriminator Loss: 1.3858... Generator Loss: 0.7642
Epoch 6/8... Discriminator Loss: 1.3887... Generator Loss: 0.7553
Epoch 6/8... Discriminator Loss: 1.3982... Generator Loss: 0.7014
Epoch 6/8... Discriminator Loss: 1.3912... Generator Loss: 0.8109
Epoch 6/8... Discriminator Loss: 1.3931... Generator Loss: 0.7424
Epoch 6/8... Discriminator Loss: 1.3940... Generator Loss: 0.7965
Epoch 6/8... Discriminator Loss: 1.3660... Generator Loss: 0.8463
Epoch 6/8... Discriminator Loss: 1.3746... Generator Loss: 0.7750
Epoch 6/8... Discriminator Loss: 1.4044... Generator Loss: 0.7054
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7801
Epoch 6/8... Discriminator Loss: 1.3685... Generator Loss: 0.7813
Epoch 6/8... Discriminator Loss: 1.4021... Generator Loss: 0.7572
Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7142
Epoch 6/8... Discriminator Loss: 1.3661... Generator Loss: 0.7575
Epoch 6/8... Discriminator Loss: 1.3972... Generator Loss: 0.8441
Epoch 6/8... Discriminator Loss: 1.3953... Generator Loss: 0.7156
Epoch 6/8... Discriminator Loss: 1.3979... Generator Loss: 0.7374
Epoch 6/8... Discriminator Loss: 1.3663... Generator Loss: 0.7228
Epoch 6/8... Discriminator Loss: 1.3832... Generator Loss: 0.8088
Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7442
Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.7869
Epoch 6/8... Discriminator Loss: 1.3988... Generator Loss: 0.6774
Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.8691
Epoch 6/8... Discriminator Loss: 1.3859... Generator Loss: 0.6693
Epoch 6/8... Discriminator Loss: 1.4066... Generator Loss: 0.9090
Epoch 6/8... Discriminator Loss: 1.3883... Generator Loss: 0.6820
Epoch 6/8... Discriminator Loss: 1.3724... Generator Loss: 0.8179
Epoch 6/8... Discriminator Loss: 1.3919... Generator Loss: 0.8341
Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.7101
Epoch 6/8... Discriminator Loss: 1.3723... Generator Loss: 0.8391
Epoch 6/8... Discriminator Loss: 1.3727... Generator Loss: 0.7451
Epoch 6/8... Discriminator Loss: 1.4083... Generator Loss: 0.7440
Epoch 6/8... Discriminator Loss: 1.3647... Generator Loss: 0.7382
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8552
Epoch 6/8... Discriminator Loss: 1.3964... Generator Loss: 0.6822
Epoch 6/8... Discriminator Loss: 1.4267... Generator Loss: 0.8748
Epoch 6/8... Discriminator Loss: 1.3958... Generator Loss: 0.7132
Epoch 6/8... Discriminator Loss: 1.3599... Generator Loss: 0.8252
Epoch 6/8... Discriminator Loss: 1.3949... Generator Loss: 0.7062
Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8331
Epoch 6/8... Discriminator Loss: 1.3944... Generator Loss: 0.7162
Epoch 6/8... Discriminator Loss: 1.3862... Generator Loss: 0.7657
Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.7457
Epoch 6/8... Discriminator Loss: 1.3425... Generator Loss: 0.8605
Epoch 6/8... Discriminator Loss: 1.3886... Generator Loss: 0.7093
Epoch 6/8... Discriminator Loss: 1.3759... Generator Loss: 0.8048
Epoch 6/8... Discriminator Loss: 1.3839... Generator Loss: 0.7501
Epoch 6/8... Discriminator Loss: 1.3701... Generator Loss: 0.7808
Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.7968
Epoch 6/8... Discriminator Loss: 1.3891... Generator Loss: 0.7168
Epoch 6/8... Discriminator Loss: 1.3753... Generator Loss: 0.8050
Epoch 6/8... Discriminator Loss: 1.3833... Generator Loss: 0.7495
Epoch 6/8... Discriminator Loss: 1.3658... Generator Loss: 0.7461
Epoch 6/8... Discriminator Loss: 1.3869... Generator Loss: 0.8261
Epoch 6/8... Discriminator Loss: 1.3639... Generator Loss: 0.7267
Epoch 6/8... Discriminator Loss: 1.4135... Generator Loss: 0.8861
Epoch 6/8... Discriminator Loss: 1.3877... Generator Loss: 0.7297
Epoch 6/8... Discriminator Loss: 1.3875... Generator Loss: 0.8061
Epoch 6/8... Discriminator Loss: 1.3746... Generator Loss: 0.8028
Epoch 6/8... Discriminator Loss: 1.4034... Generator Loss: 0.7293
Epoch 6/8... Discriminator Loss: 1.3900... Generator Loss: 0.7954
Epoch 6/8... Discriminator Loss: 1.3844... Generator Loss: 0.7396
Epoch 6/8... Discriminator Loss: 1.3587... Generator Loss: 0.7820
Epoch 6/8... Discriminator Loss: 1.4249... Generator Loss: 0.6163
Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.8410
Epoch 6/8... Discriminator Loss: 1.4037... Generator Loss: 0.7215
Epoch 6/8... Discriminator Loss: 1.3557... Generator Loss: 0.7839
Epoch 6/8... Discriminator Loss: 1.3549... Generator Loss: 0.8838
Epoch 6/8... Discriminator Loss: 1.3848... Generator Loss: 0.7143
Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.7799
Epoch 6/8... Discriminator Loss: 1.3509... Generator Loss: 0.7879
Epoch 6/8... Discriminator Loss: 1.3941... Generator Loss: 0.7618
Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.7429
Epoch 6/8... Discriminator Loss: 1.3919... Generator Loss: 0.8310
Epoch 6/8... Discriminator Loss: 1.3449... Generator Loss: 0.7533
Epoch 6/8... Discriminator Loss: 1.3749... Generator Loss: 0.7883
Epoch 6/8... Discriminator Loss: 1.4139... Generator Loss: 0.7461
Epoch 6/8... Discriminator Loss: 1.3977... Generator Loss: 0.7350
Epoch 6/8... Discriminator Loss: 1.3769... Generator Loss: 0.7943
Epoch 6/8... Discriminator Loss: 1.3740... Generator Loss: 0.7604
Epoch 6/8... Discriminator Loss: 1.3811... Generator Loss: 0.7995
Epoch 6/8... Discriminator Loss: 1.3861... Generator Loss: 0.7701
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7446
Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.7853
Epoch 6/8... Discriminator Loss: 1.3840... Generator Loss: 0.7597
Epoch 6/8... Discriminator Loss: 1.4028... Generator Loss: 0.6938
Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7977
Epoch 6/8... Discriminator Loss: 1.3654... Generator Loss: 0.7560
Epoch 6/8... Discriminator Loss: 1.3961... Generator Loss: 0.7228
Epoch 6/8... Discriminator Loss: 1.3971... Generator Loss: 0.8146
Epoch 6/8... Discriminator Loss: 1.3999... Generator Loss: 0.7039
Epoch 6/8... Discriminator Loss: 1.3950... Generator Loss: 0.9102
Epoch 6/8... Discriminator Loss: 1.3820... Generator Loss: 0.6935
Epoch 6/8... Discriminator Loss: 1.3856... Generator Loss: 0.8212
Epoch 6/8... Discriminator Loss: 1.3911... Generator Loss: 0.7467
Epoch 6/8... Discriminator Loss: 1.3645... Generator Loss: 0.7531
Epoch 6/8... Discriminator Loss: 1.3937... Generator Loss: 0.7784
Epoch 6/8... Discriminator Loss: 1.3926... Generator Loss: 0.7652
Epoch 6/8... Discriminator Loss: 1.4120... Generator Loss: 0.6836
Epoch 6/8... Discriminator Loss: 1.3893... Generator Loss: 0.8847
Epoch 6/8... Discriminator Loss: 1.4067... Generator Loss: 0.6703
Epoch 6/8... Discriminator Loss: 1.3727... Generator Loss: 0.8359
Epoch 6/8... Discriminator Loss: 1.3888... Generator Loss: 0.7746
Epoch 6/8... Discriminator Loss: 1.4011... Generator Loss: 0.8152
Epoch 6/8... Discriminator Loss: 1.3940... Generator Loss: 0.7433
Epoch 6/8... Discriminator Loss: 1.3918... Generator Loss: 0.8431
Epoch 6/8... Discriminator Loss: 1.3683... Generator Loss: 0.7815
Epoch 6/8... Discriminator Loss: 1.3695... Generator Loss: 0.7151
Epoch 6/8... Discriminator Loss: 1.4033... Generator Loss: 0.7693
Epoch 6/8... Discriminator Loss: 1.3886... Generator Loss: 0.8026
Epoch 6/8... Discriminator Loss: 1.4004... Generator Loss: 0.6801
Epoch 6/8... Discriminator Loss: 1.4125... Generator Loss: 0.8695
Epoch 6/8... Discriminator Loss: 1.3814... Generator Loss: 0.6849
Epoch 6/8... Discriminator Loss: 1.3934... Generator Loss: 0.8453
Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7536
Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.8403
Epoch 6/8... Discriminator Loss: 1.3853... Generator Loss: 0.6891
Epoch 6/8... Discriminator Loss: 1.4052... Generator Loss: 0.8113
Epoch 6/8... Discriminator Loss: 1.3686... Generator Loss: 0.7536
Epoch 6/8... Discriminator Loss: 1.3701... Generator Loss: 0.7925
Epoch 6/8... Discriminator Loss: 1.3817... Generator Loss: 0.7705
Epoch 6/8... Discriminator Loss: 1.4155... Generator Loss: 0.7998
Epoch 6/8... Discriminator Loss: 1.3718... Generator Loss: 0.7418
Epoch 6/8... Discriminator Loss: 1.3599... Generator Loss: 0.8019
Epoch 6/8... Discriminator Loss: 1.3906... Generator Loss: 0.7354
Epoch 6/8... Discriminator Loss: 1.3993... Generator Loss: 0.6926
Epoch 6/8... Discriminator Loss: 1.3846... Generator Loss: 0.8847
Epoch 6/8... Discriminator Loss: 1.3938... Generator Loss: 0.7073
Epoch 6/8... Discriminator Loss: 1.3600... Generator Loss: 0.8427
Epoch 6/8... Discriminator Loss: 1.3867... Generator Loss: 0.6837
Epoch 6/8... Discriminator Loss: 1.3734... Generator Loss: 0.8073
Epoch 6/8... Discriminator Loss: 1.4179... Generator Loss: 0.6969
Epoch 6/8... Discriminator Loss: 1.4038... Generator Loss: 0.7523
Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.7816
Epoch 6/8... Discriminator Loss: 1.3866... Generator Loss: 0.7566
Epoch 6/8... Discriminator Loss: 1.3888... Generator Loss: 0.7461
Epoch 6/8... Discriminator Loss: 1.4041... Generator Loss: 0.7913
Epoch 6/8... Discriminator Loss: 1.3749... Generator Loss: 0.7820
Epoch 6/8... Discriminator Loss: 1.3954... Generator Loss: 0.7673
Epoch 6/8... Discriminator Loss: 1.3883... Generator Loss: 0.7241
Epoch 6/8... Discriminator Loss: 1.4099... Generator Loss: 0.8250
Epoch 6/8... Discriminator Loss: 1.3993... Generator Loss: 0.6987
Epoch 6/8... Discriminator Loss: 1.3953... Generator Loss: 0.8462
Epoch 6/8... Discriminator Loss: 1.3825... Generator Loss: 0.7324
Epoch 6/8... Discriminator Loss: 1.3698... Generator Loss: 0.7646
Epoch 6/8... Discriminator Loss: 1.3688... Generator Loss: 0.7698
Epoch 6/8... Discriminator Loss: 1.3600... Generator Loss: 0.8215
Epoch 6/8... Discriminator Loss: 1.4128... Generator Loss: 0.7163
Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.7738
Epoch 6/8... Discriminator Loss: 1.3804... Generator Loss: 0.7666
Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.8430
Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.7780
Epoch 6/8... Discriminator Loss: 1.3727... Generator Loss: 0.7920
Epoch 6/8... Discriminator Loss: 1.3706... Generator Loss: 0.8040
Epoch 6/8... Discriminator Loss: 1.3999... Generator Loss: 0.7354
Epoch 6/8... Discriminator Loss: 1.3902... Generator Loss: 0.7547
Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.7328
Epoch 6/8... Discriminator Loss: 1.3851... Generator Loss: 0.8054
Epoch 6/8... Discriminator Loss: 1.3878... Generator Loss: 0.7257
Epoch 6/8... Discriminator Loss: 1.3731... Generator Loss: 0.7982
Epoch 6/8... Discriminator Loss: 1.3948... Generator Loss: 0.7761
Epoch 6/8... Discriminator Loss: 1.3722... Generator Loss: 0.7910
Epoch 6/8... Discriminator Loss: 1.4098... Generator Loss: 0.7264
Epoch 6/8... Discriminator Loss: 1.4026... Generator Loss: 0.8650
Epoch 6/8... Discriminator Loss: 1.4470... Generator Loss: 0.5553
Epoch 6/8... Discriminator Loss: 1.3931... Generator Loss: 0.9131
Epoch 6/8... Discriminator Loss: 1.3718... Generator Loss: 0.7299
Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.7983
Epoch 6/8... Discriminator Loss: 1.3701... Generator Loss: 0.7863
Epoch 6/8... Discriminator Loss: 1.3657... Generator Loss: 0.7654
Epoch 6/8... Discriminator Loss: 1.3961... Generator Loss: 0.7647
Epoch 6/8... Discriminator Loss: 1.3938... Generator Loss: 0.7179
Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.7863
Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7522
Epoch 6/8... Discriminator Loss: 1.3889... Generator Loss: 0.7550
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7681
Epoch 6/8... Discriminator Loss: 1.3709... Generator Loss: 0.7856
Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.6775
Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.9005
Epoch 6/8... Discriminator Loss: 1.4215... Generator Loss: 0.6978
Epoch 6/8... Discriminator Loss: 1.3842... Generator Loss: 0.7941
Epoch 6/8... Discriminator Loss: 1.3744... Generator Loss: 0.7560
Epoch 6/8... Discriminator Loss: 1.3659... Generator Loss: 0.8187
Epoch 6/8... Discriminator Loss: 1.3840... Generator Loss: 0.6879
Epoch 6/8... Discriminator Loss: 1.4019... Generator Loss: 0.9213
Epoch 6/8... Discriminator Loss: 1.3969... Generator Loss: 0.6991
Epoch 6/8... Discriminator Loss: 1.3857... Generator Loss: 0.7985
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.7556
Epoch 6/8... Discriminator Loss: 1.3643... Generator Loss: 0.8155
Epoch 6/8... Discriminator Loss: 1.3858... Generator Loss: 0.7369
Epoch 6/8... Discriminator Loss: 1.3846... Generator Loss: 0.8014
Epoch 6/8... Discriminator Loss: 1.3892... Generator Loss: 0.7534
Epoch 6/8... Discriminator Loss: 1.3699... Generator Loss: 0.7781
Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.8013
Epoch 6/8... Discriminator Loss: 1.3930... Generator Loss: 0.7433
Epoch 6/8... Discriminator Loss: 1.3896... Generator Loss: 0.7744
Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7642
Epoch 6/8... Discriminator Loss: 1.3888... Generator Loss: 0.7747
Epoch 6/8... Discriminator Loss: 1.3898... Generator Loss: 0.8206
Epoch 6/8... Discriminator Loss: 1.3900... Generator Loss: 0.7739
Epoch 6/8... Discriminator Loss: 1.3984... Generator Loss: 0.7756
Epoch 6/8... Discriminator Loss: 1.3877... Generator Loss: 0.7420
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8179
Epoch 6/8... Discriminator Loss: 1.3892... Generator Loss: 0.7095
Epoch 6/8... Discriminator Loss: 1.3974... Generator Loss: 0.7449
Epoch 6/8... Discriminator Loss: 1.3982... Generator Loss: 0.7071
Epoch 6/8... Discriminator Loss: 1.3876... Generator Loss: 0.7965
Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.8041
Epoch 6/8... Discriminator Loss: 1.3749... Generator Loss: 0.7464
Epoch 6/8... Discriminator Loss: 1.3933... Generator Loss: 0.8716
Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.6768
Epoch 6/8... Discriminator Loss: 1.3623... Generator Loss: 0.8467
Epoch 6/8... Discriminator Loss: 1.3946... Generator Loss: 0.6851
Epoch 6/8... Discriminator Loss: 1.3752... Generator Loss: 0.8546
Epoch 6/8... Discriminator Loss: 1.4080... Generator Loss: 0.7049
Epoch 6/8... Discriminator Loss: 1.3822... Generator Loss: 0.7708
Epoch 6/8... Discriminator Loss: 1.3619... Generator Loss: 0.8027
Epoch 6/8... Discriminator Loss: 1.3867... Generator Loss: 0.8113
Epoch 6/8... Discriminator Loss: 1.3804... Generator Loss: 0.7502
Epoch 6/8... Discriminator Loss: 1.3692... Generator Loss: 0.8276
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7033
Epoch 6/8... Discriminator Loss: 1.3917... Generator Loss: 0.8183
Epoch 6/8... Discriminator Loss: 1.3633... Generator Loss: 0.7483
Epoch 6/8... Discriminator Loss: 1.3963... Generator Loss: 0.7225
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8451
Epoch 6/8... Discriminator Loss: 1.3886... Generator Loss: 0.7646
Epoch 6/8... Discriminator Loss: 1.3804... Generator Loss: 0.8259
Epoch 6/8... Discriminator Loss: 1.3970... Generator Loss: 0.8203
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7885
Epoch 6/8... Discriminator Loss: 1.3837... Generator Loss: 0.7695
Epoch 6/8... Discriminator Loss: 1.3667... Generator Loss: 0.8042
Epoch 6/8... Discriminator Loss: 1.3626... Generator Loss: 0.7790
Epoch 6/8... Discriminator Loss: 1.3856... Generator Loss: 0.8810
Epoch 6/8... Discriminator Loss: 1.3964... Generator Loss: 0.6216
Epoch 6/8... Discriminator Loss: 1.4051... Generator Loss: 0.9268
Epoch 6/8... Discriminator Loss: 1.3667... Generator Loss: 0.7150
Epoch 6/8... Discriminator Loss: 1.3645... Generator Loss: 0.7923
Epoch 6/8... Discriminator Loss: 1.3921... Generator Loss: 0.7661
Epoch 6/8... Discriminator Loss: 1.3896... Generator Loss: 0.8006
Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.7705
Epoch 6/8... Discriminator Loss: 1.3930... Generator Loss: 0.8188
Epoch 6/8... Discriminator Loss: 1.3820... Generator Loss: 0.7454
Epoch 6/8... Discriminator Loss: 1.3711... Generator Loss: 0.7944
Epoch 6/8... Discriminator Loss: 1.3621... Generator Loss: 0.8288
Epoch 6/8... Discriminator Loss: 1.3662... Generator Loss: 0.8098
Epoch 6/8... Discriminator Loss: 1.3685... Generator Loss: 0.8033
Epoch 6/8... Discriminator Loss: 1.3672... Generator Loss: 0.7781
Epoch 6/8... Discriminator Loss: 1.3877... Generator Loss: 0.7666
Epoch 6/8... Discriminator Loss: 1.3838... Generator Loss: 0.7243
Epoch 6/8... Discriminator Loss: 1.3715... Generator Loss: 0.8334
Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.7472
Epoch 6/8... Discriminator Loss: 1.3746... Generator Loss: 0.8387
Epoch 6/8... Discriminator Loss: 1.3867... Generator Loss: 0.7359
Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7902
Epoch 6/8... Discriminator Loss: 1.3869... Generator Loss: 0.7899
Epoch 6/8... Discriminator Loss: 1.3849... Generator Loss: 0.8214
Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.7300
Epoch 6/8... Discriminator Loss: 1.3893... Generator Loss: 0.8944
Epoch 6/8... Discriminator Loss: 1.4000... Generator Loss: 0.6762
Epoch 6/8... Discriminator Loss: 1.3769... Generator Loss: 0.9026
Epoch 6/8... Discriminator Loss: 1.3911... Generator Loss: 0.6977
Epoch 6/8... Discriminator Loss: 1.3680... Generator Loss: 0.7956
Epoch 6/8... Discriminator Loss: 1.4150... Generator Loss: 0.7757
Epoch 6/8... Discriminator Loss: 1.3965... Generator Loss: 0.7684
Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.6861
Epoch 6/8... Discriminator Loss: 1.3902... Generator Loss: 0.8283
Epoch 6/8... Discriminator Loss: 1.3958... Generator Loss: 0.7063
Epoch 6/8... Discriminator Loss: 1.3844... Generator Loss: 0.8425
Epoch 6/8... Discriminator Loss: 1.3991... Generator Loss: 0.7700
Epoch 6/8... Discriminator Loss: 1.3968... Generator Loss: 0.7795
Epoch 6/8... Discriminator Loss: 1.3919... Generator Loss: 0.8060
Epoch 6/8... Discriminator Loss: 1.3909... Generator Loss: 0.7249
Epoch 6/8... Discriminator Loss: 1.3890... Generator Loss: 0.7969
Epoch 6/8... Discriminator Loss: 1.3999... Generator Loss: 0.7292
Epoch 6/8... Discriminator Loss: 1.3738... Generator Loss: 0.7818
Epoch 6/8... Discriminator Loss: 1.3817... Generator Loss: 0.8020
Epoch 6/8... Discriminator Loss: 1.3768... Generator Loss: 0.7765
Epoch 6/8... Discriminator Loss: 1.3830... Generator Loss: 0.7829
Epoch 6/8... Discriminator Loss: 1.3905... Generator Loss: 0.6968
Epoch 6/8... Discriminator Loss: 1.3891... Generator Loss: 0.8574
Epoch 6/8... Discriminator Loss: 1.3753... Generator Loss: 0.7102
Epoch 6/8... Discriminator Loss: 1.4212... Generator Loss: 0.9648
Epoch 6/8... Discriminator Loss: 1.3984... Generator Loss: 0.6439
Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.8782
Epoch 6/8... Discriminator Loss: 1.4155... Generator Loss: 0.6996
Epoch 6/8... Discriminator Loss: 1.3913... Generator Loss: 0.8444
Epoch 6/8... Discriminator Loss: 1.3839... Generator Loss: 0.7552
Epoch 6/8... Discriminator Loss: 1.4023... Generator Loss: 0.8715
Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.6997
Epoch 6/8... Discriminator Loss: 1.3639... Generator Loss: 0.8874
Epoch 6/8... Discriminator Loss: 1.3881... Generator Loss: 0.7675
Epoch 6/8... Discriminator Loss: 1.3912... Generator Loss: 0.8392
Epoch 6/8... Discriminator Loss: 1.3931... Generator Loss: 0.6845
Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7846
Epoch 6/8... Discriminator Loss: 1.3769... Generator Loss: 0.8147
Epoch 6/8... Discriminator Loss: 1.3738... Generator Loss: 0.7733
Epoch 6/8... Discriminator Loss: 1.3917... Generator Loss: 0.7440
Epoch 6/8... Discriminator Loss: 1.3873... Generator Loss: 0.7956
Epoch 6/8... Discriminator Loss: 1.3929... Generator Loss: 0.7509
Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.7813
Epoch 6/8... Discriminator Loss: 1.4003... Generator Loss: 0.8269
Epoch 6/8... Discriminator Loss: 1.3946... Generator Loss: 0.6925
Epoch 6/8... Discriminator Loss: 1.4093... Generator Loss: 0.9477
Epoch 6/8... Discriminator Loss: 1.3677... Generator Loss: 0.7164
Epoch 6/8... Discriminator Loss: 1.3854... Generator Loss: 0.8276
Epoch 6/8... Discriminator Loss: 1.3874... Generator Loss: 0.7539
Epoch 6/8... Discriminator Loss: 1.4096... Generator Loss: 0.7746
Epoch 6/8... Discriminator Loss: 1.3741... Generator Loss: 0.8392
Epoch 6/8... Discriminator Loss: 1.3759... Generator Loss: 0.7289
Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7713
Epoch 6/8... Discriminator Loss: 1.3925... Generator Loss: 0.8484
Epoch 6/8... Discriminator Loss: 1.4024... Generator Loss: 0.6897
Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.8312
Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.7974
Epoch 6/8... Discriminator Loss: 1.3903... Generator Loss: 0.7305
Epoch 6/8... Discriminator Loss: 1.3710... Generator Loss: 0.8433
Epoch 6/8... Discriminator Loss: 1.3693... Generator Loss: 0.7634
Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.7710
Epoch 6/8... Discriminator Loss: 1.3970... Generator Loss: 0.7535
Epoch 6/8... Discriminator Loss: 1.3966... Generator Loss: 0.8254
Epoch 6/8... Discriminator Loss: 1.3968... Generator Loss: 0.7251
Epoch 6/8... Discriminator Loss: 1.3950... Generator Loss: 0.7787
Epoch 6/8... Discriminator Loss: 1.3927... Generator Loss: 0.7083
Epoch 6/8... Discriminator Loss: 1.3884... Generator Loss: 0.8768
Epoch 6/8... Discriminator Loss: 1.3744... Generator Loss: 0.7839
Epoch 6/8... Discriminator Loss: 1.4008... Generator Loss: 0.7468
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8179
Epoch 6/8... Discriminator Loss: 1.3934... Generator Loss: 0.6767
Epoch 6/8... Discriminator Loss: 1.3883... Generator Loss: 0.8730
Epoch 6/8... Discriminator Loss: 1.4052... Generator Loss: 0.7644
Epoch 6/8... Discriminator Loss: 1.3582... Generator Loss: 0.7967
Epoch 6/8... Discriminator Loss: 1.3822... Generator Loss: 0.7538
Epoch 6/8... Discriminator Loss: 1.3753... Generator Loss: 0.7510
Epoch 6/8... Discriminator Loss: 1.4057... Generator Loss: 0.7408
Epoch 6/8... Discriminator Loss: 1.3957... Generator Loss: 0.8165
Epoch 6/8... Discriminator Loss: 1.3645... Generator Loss: 0.7863
Epoch 6/8... Discriminator Loss: 1.3637... Generator Loss: 0.7604
Epoch 6/8... Discriminator Loss: 1.4188... Generator Loss: 0.7788
Epoch 6/8... Discriminator Loss: 1.4004... Generator Loss: 0.7168
Epoch 6/8... Discriminator Loss: 1.3977... Generator Loss: 0.7641
Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.7270
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8296
Epoch 6/8... Discriminator Loss: 1.3861... Generator Loss: 0.7345
Epoch 6/8... Discriminator Loss: 1.3627... Generator Loss: 0.8373
Epoch 6/8... Discriminator Loss: 1.4038... Generator Loss: 0.7470
Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.8451
Epoch 6/8... Discriminator Loss: 1.3872... Generator Loss: 0.6984
Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.8881
Epoch 6/8... Discriminator Loss: 1.3837... Generator Loss: 0.7294
Epoch 6/8... Discriminator Loss: 1.3650... Generator Loss: 0.8542
Epoch 6/8... Discriminator Loss: 1.3822... Generator Loss: 0.6649
Epoch 6/8... Discriminator Loss: 1.4457... Generator Loss: 1.0566
Epoch 6/8... Discriminator Loss: 1.4137... Generator Loss: 0.6219
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8995
Epoch 6/8... Discriminator Loss: 1.3911... Generator Loss: 0.7006
Epoch 6/8... Discriminator Loss: 1.3660... Generator Loss: 0.8541
Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.7742
Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7806
Epoch 6/8... Discriminator Loss: 1.3750... Generator Loss: 0.8119
Epoch 6/8... Discriminator Loss: 1.3816... Generator Loss: 0.8097
Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7761
Epoch 6/8... Discriminator Loss: 1.3719... Generator Loss: 0.7071
Epoch 6/8... Discriminator Loss: 1.4101... Generator Loss: 0.9201
Epoch 6/8... Discriminator Loss: 1.3942... Generator Loss: 0.6721
Epoch 6/8... Discriminator Loss: 1.3908... Generator Loss: 0.8380
Epoch 6/8... Discriminator Loss: 1.3753... Generator Loss: 0.7869
Epoch 6/8... Discriminator Loss: 1.3827... Generator Loss: 0.8101
Epoch 6/8... Discriminator Loss: 1.3730... Generator Loss: 0.7740
Epoch 6/8... Discriminator Loss: 1.3886... Generator Loss: 0.8078
Epoch 6/8... Discriminator Loss: 1.3707... Generator Loss: 0.7812
Epoch 6/8... Discriminator Loss: 1.3935... Generator Loss: 0.7871
Epoch 6/8... Discriminator Loss: 1.3946... Generator Loss: 0.8548
Epoch 6/8... Discriminator Loss: 1.3840... Generator Loss: 0.6793
Epoch 6/8... Discriminator Loss: 1.3768... Generator Loss: 0.8327
Epoch 6/8... Discriminator Loss: 1.3924... Generator Loss: 0.8105
Epoch 6/8... Discriminator Loss: 1.3883... Generator Loss: 0.7094
Epoch 6/8... Discriminator Loss: 1.3972... Generator Loss: 0.8366
Epoch 6/8... Discriminator Loss: 1.3725... Generator Loss: 0.7583
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.8170
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7542
Epoch 6/8... Discriminator Loss: 1.3869... Generator Loss: 0.8579
Epoch 6/8... Discriminator Loss: 1.3676... Generator Loss: 0.7267
Epoch 6/8... Discriminator Loss: 1.3978... Generator Loss: 0.7715
Epoch 6/8... Discriminator Loss: 1.3856... Generator Loss: 0.7488
Epoch 6/8... Discriminator Loss: 1.3855... Generator Loss: 0.8636
Epoch 6/8... Discriminator Loss: 1.3911... Generator Loss: 0.6698
Epoch 6/8... Discriminator Loss: 1.3884... Generator Loss: 0.9016
Epoch 6/8... Discriminator Loss: 1.4114... Generator Loss: 0.6681
Epoch 6/8... Discriminator Loss: 1.3885... Generator Loss: 0.8205
Epoch 6/8... Discriminator Loss: 1.3844... Generator Loss: 0.7617
Epoch 6/8... Discriminator Loss: 1.3756... Generator Loss: 0.7855
Epoch 6/8... Discriminator Loss: 1.3699... Generator Loss: 0.8130
Epoch 6/8... Discriminator Loss: 1.3880... Generator Loss: 0.7844
Epoch 6/8... Discriminator Loss: 1.3830... Generator Loss: 0.7897
Epoch 6/8... Discriminator Loss: 1.3558... Generator Loss: 0.7913
Epoch 6/8... Discriminator Loss: 1.3596... Generator Loss: 0.7737
Epoch 6/8... Discriminator Loss: 1.3960... Generator Loss: 0.7534
Epoch 6/8... Discriminator Loss: 1.3895... Generator Loss: 0.7778
Epoch 6/8... Discriminator Loss: 1.3817... Generator Loss: 0.7834
Epoch 6/8... Discriminator Loss: 1.3867... Generator Loss: 0.7473
Epoch 6/8... Discriminator Loss: 1.3597... Generator Loss: 0.8452
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7688
Epoch 6/8... Discriminator Loss: 1.3921... Generator Loss: 0.7315
Epoch 6/8... Discriminator Loss: 1.4064... Generator Loss: 0.8379
Epoch 6/8... Discriminator Loss: 1.3742... Generator Loss: 0.7302
Epoch 6/8... Discriminator Loss: 1.3920... Generator Loss: 0.8964
Epoch 6/8... Discriminator Loss: 1.4173... Generator Loss: 0.6316
Epoch 6/8... Discriminator Loss: 1.3907... Generator Loss: 0.9279
Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7233
Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.8001
Epoch 6/8... Discriminator Loss: 1.3876... Generator Loss: 0.7559
Epoch 6/8... Discriminator Loss: 1.3861... Generator Loss: 0.8066
Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7371
Epoch 6/8... Discriminator Loss: 1.3809... Generator Loss: 0.8109
Epoch 6/8... Discriminator Loss: 1.3829... Generator Loss: 0.7362
Epoch 6/8... Discriminator Loss: 1.3974... Generator Loss: 0.8796
Epoch 6/8... Discriminator Loss: 1.3880... Generator Loss: 0.7122
Epoch 6/8... Discriminator Loss: 1.3898... Generator Loss: 0.8791
Epoch 6/8... Discriminator Loss: 1.3852... Generator Loss: 0.7660
Epoch 6/8... Discriminator Loss: 1.3719... Generator Loss: 0.7993
Epoch 6/8... Discriminator Loss: 1.3734... Generator Loss: 0.7976
Epoch 6/8... Discriminator Loss: 1.3850... Generator Loss: 0.7718
Epoch 6/8... Discriminator Loss: 1.3881... Generator Loss: 0.8702
Epoch 6/8... Discriminator Loss: 1.3847... Generator Loss: 0.6809
Epoch 6/8... Discriminator Loss: 1.4053... Generator Loss: 0.9754
Epoch 6/8... Discriminator Loss: 1.3931... Generator Loss: 0.6659
Epoch 6/8... Discriminator Loss: 1.4008... Generator Loss: 0.8743
Epoch 6/8... Discriminator Loss: 1.3827... Generator Loss: 0.7316
Epoch 6/8... Discriminator Loss: 1.3825... Generator Loss: 0.8305
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7712
Epoch 6/8... Discriminator Loss: 1.3850... Generator Loss: 0.8065
Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7729
Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.8168
Epoch 6/8... Discriminator Loss: 1.3679... Generator Loss: 0.7904
Epoch 6/8... Discriminator Loss: 1.3718... Generator Loss: 0.7747
Epoch 6/8... Discriminator Loss: 1.3757... Generator Loss: 0.8106
Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.8313
Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.6986
Epoch 6/8... Discriminator Loss: 1.3931... Generator Loss: 0.8840
Epoch 6/8... Discriminator Loss: 1.3708... Generator Loss: 0.7453
Epoch 6/8... Discriminator Loss: 1.3911... Generator Loss: 0.8136
Epoch 6/8... Discriminator Loss: 1.3870... Generator Loss: 0.7716
Epoch 6/8... Discriminator Loss: 1.3726... Generator Loss: 0.8316
Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7682
Epoch 6/8... Discriminator Loss: 1.3959... Generator Loss: 0.8790
Epoch 6/8... Discriminator Loss: 1.4224... Generator Loss: 0.5979
Epoch 6/8... Discriminator Loss: 1.3910... Generator Loss: 0.8955
Epoch 6/8... Discriminator Loss: 1.3851... Generator Loss: 0.7369
Epoch 6/8... Discriminator Loss: 1.3689... Generator Loss: 0.8300
Epoch 6/8... Discriminator Loss: 1.3887... Generator Loss: 0.7719
Epoch 6/8... Discriminator Loss: 1.3671... Generator Loss: 0.7582
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8322
Epoch 6/8... Discriminator Loss: 1.3829... Generator Loss: 0.7737
Epoch 6/8... Discriminator Loss: 1.3625... Generator Loss: 0.8161
Epoch 6/8... Discriminator Loss: 1.3748... Generator Loss: 0.8027
Epoch 6/8... Discriminator Loss: 1.3721... Generator Loss: 0.7795
Epoch 6/8... Discriminator Loss: 1.3862... Generator Loss: 0.7997
Epoch 6/8... Discriminator Loss: 1.4008... Generator Loss: 0.6728
Epoch 6/8... Discriminator Loss: 1.4047... Generator Loss: 0.9803
Epoch 6/8... Discriminator Loss: 1.4049... Generator Loss: 0.6634
Epoch 6/8... Discriminator Loss: 1.3885... Generator Loss: 0.9346
Epoch 6/8... Discriminator Loss: 1.3884... Generator Loss: 0.6989
Epoch 6/8... Discriminator Loss: 1.3883... Generator Loss: 0.8689
Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7394
Epoch 6/8... Discriminator Loss: 1.3860... Generator Loss: 0.7923
Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7801
Epoch 6/8... Discriminator Loss: 1.3854... Generator Loss: 0.7649
Epoch 6/8... Discriminator Loss: 1.3687... Generator Loss: 0.8083
Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.7373
Epoch 6/8... Discriminator Loss: 1.3996... Generator Loss: 0.9216
Epoch 6/8... Discriminator Loss: 1.4056... Generator Loss: 0.6497
Epoch 6/8... Discriminator Loss: 1.3752... Generator Loss: 0.8521
Epoch 6/8... Discriminator Loss: 1.3738... Generator Loss: 0.7319
Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.8611
Epoch 6/8... Discriminator Loss: 1.3682... Generator Loss: 0.7880
Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.8172
Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7510
Epoch 6/8... Discriminator Loss: 1.3754... Generator Loss: 0.8242
Epoch 6/8... Discriminator Loss: 1.3697... Generator Loss: 0.8127
Epoch 6/8... Discriminator Loss: 1.4017... Generator Loss: 0.6798
Epoch 6/8... Discriminator Loss: 1.4056... Generator Loss: 1.0083
Epoch 6/8... Discriminator Loss: 1.3991... Generator Loss: 0.6219
Epoch 6/8... Discriminator Loss: 1.3995... Generator Loss: 0.9445
Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7502
Epoch 6/8... Discriminator Loss: 1.3665... Generator Loss: 0.8137
Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.7528
Epoch 6/8... Discriminator Loss: 1.3744... Generator Loss: 0.8181
Epoch 6/8... Discriminator Loss: 1.3705... Generator Loss: 0.7532
Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.8747
Epoch 6/8... Discriminator Loss: 1.3950... Generator Loss: 0.6706
Epoch 6/8... Discriminator Loss: 1.4101... Generator Loss: 0.9688
Epoch 6/8... Discriminator Loss: 1.3878... Generator Loss: 0.7226
Epoch 6/8... Discriminator Loss: 1.3809... Generator Loss: 0.8197
Epoch 6/8... Discriminator Loss: 1.3866... Generator Loss: 0.7588
Epoch 6/8... Discriminator Loss: 1.3758... Generator Loss: 0.8335
Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.7509
Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.8205
Epoch 6/8... Discriminator Loss: 1.3930... Generator Loss: 0.7711
Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.8347
Epoch 6/8... Discriminator Loss: 1.3708... Generator Loss: 0.7802
Epoch 6/8... Discriminator Loss: 1.3679... Generator Loss: 0.8087
Epoch 6/8... Discriminator Loss: 1.3892... Generator Loss: 0.7546
Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.8320
Epoch 6/8... Discriminator Loss: 1.3901... Generator Loss: 0.7786
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.8048
Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.7850
Epoch 6/8... Discriminator Loss: 1.3836... Generator Loss: 0.8002
Epoch 6/8... Discriminator Loss: 1.3826... Generator Loss: 0.7597
Epoch 6/8... Discriminator Loss: 1.3742... Generator Loss: 0.8312
Epoch 6/8... Discriminator Loss: 1.3732... Generator Loss: 0.7853
Epoch 6/8... Discriminator Loss: 1.3844... Generator Loss: 0.8317
Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.7508
Epoch 6/8... Discriminator Loss: 1.3882... Generator Loss: 0.8962
Epoch 6/8... Discriminator Loss: 1.4181... Generator Loss: 0.6451
Epoch 6/8... Discriminator Loss: 1.4563... Generator Loss: 1.1204
Epoch 6/8... Discriminator Loss: 1.4021... Generator Loss: 0.6687
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8400
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8093
Epoch 6/8... Discriminator Loss: 1.3744... Generator Loss: 0.7899
Epoch 6/8... Discriminator Loss: 1.3706... Generator Loss: 0.7782
Epoch 6/8... Discriminator Loss: 1.3931... Generator Loss: 0.7886
Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.7558
Epoch 6/8... Discriminator Loss: 1.3830... Generator Loss: 0.8182
Epoch 6/8... Discriminator Loss: 1.3740... Generator Loss: 0.8165
Epoch 6/8... Discriminator Loss: 1.3717... Generator Loss: 0.8273
Epoch 6/8... Discriminator Loss: 1.3749... Generator Loss: 0.7490
Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.8473
Epoch 6/8... Discriminator Loss: 1.3883... Generator Loss: 0.7561
Epoch 6/8... Discriminator Loss: 1.3936... Generator Loss: 0.7913
Epoch 6/8... Discriminator Loss: 1.3649... Generator Loss: 0.7904
Epoch 6/8... Discriminator Loss: 1.3820... Generator Loss: 0.8082
Epoch 6/8... Discriminator Loss: 1.3706... Generator Loss: 0.8064
Epoch 6/8... Discriminator Loss: 1.3749... Generator Loss: 0.7924
Epoch 6/8... Discriminator Loss: 1.3751... Generator Loss: 0.7859
Epoch 6/8... Discriminator Loss: 1.3719... Generator Loss: 0.7940
Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7913
Epoch 6/8... Discriminator Loss: 1.3759... Generator Loss: 0.8038
Epoch 6/8... Discriminator Loss: 1.3722... Generator Loss: 0.8065
Epoch 6/8... Discriminator Loss: 1.3735... Generator Loss: 0.8071
Epoch 6/8... Discriminator Loss: 1.3894... Generator Loss: 0.6972
Epoch 6/8... Discriminator Loss: 1.4150... Generator Loss: 1.0102
Epoch 6/8... Discriminator Loss: 1.3968... Generator Loss: 0.6483
Epoch 6/8... Discriminator Loss: 1.3942... Generator Loss: 0.9641
Epoch 6/8... Discriminator Loss: 1.3866... Generator Loss: 0.7049
Epoch 6/8... Discriminator Loss: 1.3865... Generator Loss: 0.8410
Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7803
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.7984
Epoch 6/8... Discriminator Loss: 1.3698... Generator Loss: 0.8261
Epoch 6/8... Discriminator Loss: 1.3820... Generator Loss: 0.7472
Epoch 6/8... Discriminator Loss: 1.3848... Generator Loss: 0.8626
Epoch 6/8... Discriminator Loss: 1.3901... Generator Loss: 0.7141
Epoch 6/8... Discriminator Loss: 1.3860... Generator Loss: 0.8447
Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.7512
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8250
Epoch 6/8... Discriminator Loss: 1.3822... Generator Loss: 0.7854
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8299
Epoch 6/8... Discriminator Loss: 1.3869... Generator Loss: 0.6993
Epoch 6/8... Discriminator Loss: 1.3936... Generator Loss: 0.9226
Epoch 6/8... Discriminator Loss: 1.3870... Generator Loss: 0.7069
Epoch 6/8... Discriminator Loss: 1.3849... Generator Loss: 0.8701
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7332
Epoch 6/8... Discriminator Loss: 1.3768... Generator Loss: 0.8322
Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.7428
Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.8617
Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.7477
Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8658
Epoch 6/8... Discriminator Loss: 1.3866... Generator Loss: 0.7048
Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.8849
Epoch 6/8... Discriminator Loss: 1.3848... Generator Loss: 0.7267
Epoch 6/8... Discriminator Loss: 1.3668... Generator Loss: 0.8327
Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7674
Epoch 6/8... Discriminator Loss: 1.3919... Generator Loss: 0.7599
Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.8596
Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7472
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.8723
Epoch 6/8... Discriminator Loss: 1.4032... Generator Loss: 0.6640
Epoch 6/8... Discriminator Loss: 1.3852... Generator Loss: 0.9243
Epoch 6/8... Discriminator Loss: 1.3846... Generator Loss: 0.7062
Epoch 6/8... Discriminator Loss: 1.3758... Generator Loss: 0.8453
Epoch 6/8... Discriminator Loss: 1.3898... Generator Loss: 0.7358
Epoch 6/8... Discriminator Loss: 1.3739... Generator Loss: 0.8197
Epoch 6/8... Discriminator Loss: 1.3698... Generator Loss: 0.7853
Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.7938
Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7845
Epoch 6/8... Discriminator Loss: 1.3728... Generator Loss: 0.8028
Epoch 6/8... Discriminator Loss: 1.3717... Generator Loss: 0.7979
Epoch 6/8... Discriminator Loss: 1.3676... Generator Loss: 0.8110
Epoch 6/8... Discriminator Loss: 1.3732... Generator Loss: 0.7701
Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8048
Epoch 6/8... Discriminator Loss: 1.3754... Generator Loss: 0.7857
Epoch 6/8... Discriminator Loss: 1.3847... Generator Loss: 0.7777
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.8258
Epoch 6/8... Discriminator Loss: 1.3713... Generator Loss: 0.7790
Epoch 6/8... Discriminator Loss: 1.3803... Generator Loss: 0.8122
Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.7772
Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8332
Epoch 6/8... Discriminator Loss: 1.3896... Generator Loss: 0.6896
Epoch 6/8... Discriminator Loss: 1.4069... Generator Loss: 1.0318
Epoch 6/8... Discriminator Loss: 1.4065... Generator Loss: 0.6110
Epoch 6/8... Discriminator Loss: 1.3982... Generator Loss: 0.9820
Epoch 6/8... Discriminator Loss: 1.3899... Generator Loss: 0.7114
Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.8316
Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.7850
Epoch 6/8... Discriminator Loss: 1.3727... Generator Loss: 0.7930
Epoch 6/8... Discriminator Loss: 1.3769... Generator Loss: 0.7973
Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.8005
Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.8116
Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.7911
Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.7989
Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.8026
Epoch 6/8... Discriminator Loss: 1.3739... Generator Loss: 0.8104
Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7888
Epoch 6/8... Discriminator Loss: 1.3759... Generator Loss: 0.7836
Epoch 6/8... Discriminator Loss: 1.3746... Generator Loss: 0.8417
Epoch 6/8... Discriminator Loss: 1.3743... Generator Loss: 0.7563
Epoch 6/8... Discriminator Loss: 1.3853... Generator Loss: 0.9017
Epoch 7/8... Discriminator Loss: 1.3920... Generator Loss: 0.6800
Epoch 7/8... Discriminator Loss: 1.3971... Generator Loss: 0.9340
Epoch 7/8... Discriminator Loss: 1.3920... Generator Loss: 0.6923
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8869
Epoch 7/8... Discriminator Loss: 1.3803... Generator Loss: 0.7363
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8494
Epoch 7/8... Discriminator Loss: 1.3868... Generator Loss: 0.7331
Epoch 7/8... Discriminator Loss: 1.3701... Generator Loss: 0.8556
Epoch 7/8... Discriminator Loss: 1.3863... Generator Loss: 0.7243
Epoch 7/8... Discriminator Loss: 1.3853... Generator Loss: 0.8826
Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.7355
Epoch 7/8... Discriminator Loss: 1.3850... Generator Loss: 0.8613
Epoch 7/8... Discriminator Loss: 1.3823... Generator Loss: 0.7360
Epoch 7/8... Discriminator Loss: 1.3709... Generator Loss: 0.8765
Epoch 7/8... Discriminator Loss: 1.3916... Generator Loss: 0.6812
Epoch 7/8... Discriminator Loss: 1.4009... Generator Loss: 0.9763
Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.6972
Epoch 7/8... Discriminator Loss: 1.3953... Generator Loss: 0.9213
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7430
Epoch 7/8... Discriminator Loss: 1.3753... Generator Loss: 0.8198
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7939
Epoch 7/8... Discriminator Loss: 1.3726... Generator Loss: 0.8064
Epoch 7/8... Discriminator Loss: 1.3717... Generator Loss: 0.7998
Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8178
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7602
Epoch 7/8... Discriminator Loss: 1.3750... Generator Loss: 0.8420
Epoch 7/8... Discriminator Loss: 1.3662... Generator Loss: 0.7844
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7873
Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.8210
Epoch 7/8... Discriminator Loss: 1.3855... Generator Loss: 0.7556
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8302
Epoch 7/8... Discriminator Loss: 1.3745... Generator Loss: 0.7632
Epoch 7/8... Discriminator Loss: 1.3759... Generator Loss: 0.8223
Epoch 7/8... Discriminator Loss: 1.3823... Generator Loss: 0.7962
Epoch 7/8... Discriminator Loss: 1.3559... Generator Loss: 0.8057
Epoch 7/8... Discriminator Loss: 1.3936... Generator Loss: 0.7214
Epoch 7/8... Discriminator Loss: 1.3974... Generator Loss: 0.9555
Epoch 7/8... Discriminator Loss: 1.4091... Generator Loss: 0.6230
Epoch 7/8... Discriminator Loss: 1.3828... Generator Loss: 0.8978
Epoch 7/8... Discriminator Loss: 1.3727... Generator Loss: 0.7543
Epoch 7/8... Discriminator Loss: 1.3844... Generator Loss: 0.8373
Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.7516
Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.8199
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7639
Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.8324
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7710
Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.8124
Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.7870
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7887
Epoch 7/8... Discriminator Loss: 1.3740... Generator Loss: 0.7794
Epoch 7/8... Discriminator Loss: 1.3887... Generator Loss: 0.8176
Epoch 7/8... Discriminator Loss: 1.3826... Generator Loss: 0.7345
Epoch 7/8... Discriminator Loss: 1.3735... Generator Loss: 0.8557
Epoch 7/8... Discriminator Loss: 1.3756... Generator Loss: 0.7358
Epoch 7/8... Discriminator Loss: 1.3868... Generator Loss: 0.8914
Epoch 7/8... Discriminator Loss: 1.4154... Generator Loss: 0.6306
Epoch 7/8... Discriminator Loss: 1.3925... Generator Loss: 0.9450
Epoch 7/8... Discriminator Loss: 1.3838... Generator Loss: 0.7303
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8429
Epoch 7/8... Discriminator Loss: 1.3813... Generator Loss: 0.7707
Epoch 7/8... Discriminator Loss: 1.3753... Generator Loss: 0.8200
Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.7697
Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.7953
Epoch 7/8... Discriminator Loss: 1.3735... Generator Loss: 0.7871
Epoch 7/8... Discriminator Loss: 1.3737... Generator Loss: 0.7939
Epoch 7/8... Discriminator Loss: 1.3814... Generator Loss: 0.8013
Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8122
Epoch 7/8... Discriminator Loss: 1.3788... Generator Loss: 0.7933
Epoch 7/8... Discriminator Loss: 1.3744... Generator Loss: 0.8228
Epoch 7/8... Discriminator Loss: 1.4002... Generator Loss: 0.6507
Epoch 7/8... Discriminator Loss: 1.4764... Generator Loss: 1.2018
Epoch 7/8... Discriminator Loss: 1.3886... Generator Loss: 0.6791
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8411
Epoch 7/8... Discriminator Loss: 1.3751... Generator Loss: 0.7947
Epoch 7/8... Discriminator Loss: 1.3750... Generator Loss: 0.8068
Epoch 7/8... Discriminator Loss: 1.3866... Generator Loss: 0.8445
Epoch 7/8... Discriminator Loss: 1.3743... Generator Loss: 0.7879
Epoch 7/8... Discriminator Loss: 1.3702... Generator Loss: 0.8105
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7799
Epoch 7/8... Discriminator Loss: 1.3748... Generator Loss: 0.8086
Epoch 7/8... Discriminator Loss: 1.3835... Generator Loss: 0.7821
Epoch 7/8... Discriminator Loss: 1.3823... Generator Loss: 0.7674
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8110
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7929
Epoch 7/8... Discriminator Loss: 1.3706... Generator Loss: 0.8044
Epoch 7/8... Discriminator Loss: 1.3726... Generator Loss: 0.8047
Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8048
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7629
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8226
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7432
Epoch 7/8... Discriminator Loss: 1.3840... Generator Loss: 0.8751
Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.7110
Epoch 7/8... Discriminator Loss: 1.3862... Generator Loss: 0.8837
Epoch 7/8... Discriminator Loss: 1.3891... Generator Loss: 0.7015
Epoch 7/8... Discriminator Loss: 1.3803... Generator Loss: 0.8939
Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.7218
Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.8729
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7427
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8439
Epoch 7/8... Discriminator Loss: 1.3858... Generator Loss: 0.7201
Epoch 7/8... Discriminator Loss: 1.3844... Generator Loss: 0.8734
Epoch 7/8... Discriminator Loss: 1.3822... Generator Loss: 0.7168
Epoch 7/8... Discriminator Loss: 1.3814... Generator Loss: 0.8871
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7206
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8831
Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.7565
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8421
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7898
Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.8058
Epoch 7/8... Discriminator Loss: 1.3756... Generator Loss: 0.7668
Epoch 7/8... Discriminator Loss: 1.3725... Generator Loss: 0.8339
Epoch 7/8... Discriminator Loss: 1.3847... Generator Loss: 0.7481
Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.8385
Epoch 7/8... Discriminator Loss: 1.3906... Generator Loss: 0.7306
Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.8423
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7653
Epoch 7/8... Discriminator Loss: 1.3749... Generator Loss: 0.8423
Epoch 7/8... Discriminator Loss: 1.3889... Generator Loss: 0.7428
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8722
Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.7072
Epoch 7/8... Discriminator Loss: 1.3878... Generator Loss: 0.9162
Epoch 7/8... Discriminator Loss: 1.3854... Generator Loss: 0.6897
Epoch 7/8... Discriminator Loss: 1.3842... Generator Loss: 0.9101
Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.7007
Epoch 7/8... Discriminator Loss: 1.3845... Generator Loss: 0.8589
Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.7586
Epoch 7/8... Discriminator Loss: 1.3852... Generator Loss: 0.8546
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7469
Epoch 7/8... Discriminator Loss: 1.3702... Generator Loss: 0.8475
Epoch 7/8... Discriminator Loss: 1.3735... Generator Loss: 0.7513
Epoch 7/8... Discriminator Loss: 1.3852... Generator Loss: 0.8899
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7503
Epoch 7/8... Discriminator Loss: 1.3733... Generator Loss: 0.8383
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7399
Epoch 7/8... Discriminator Loss: 1.3810... Generator Loss: 0.8503
Epoch 7/8... Discriminator Loss: 1.3744... Generator Loss: 0.7423
Epoch 7/8... Discriminator Loss: 1.3739... Generator Loss: 0.8566
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7355
Epoch 7/8... Discriminator Loss: 1.3817... Generator Loss: 0.8590
Epoch 7/8... Discriminator Loss: 1.3727... Generator Loss: 0.7495
Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.8466
Epoch 7/8... Discriminator Loss: 1.3834... Generator Loss: 0.7354
Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.8665
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7497
Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.8401
Epoch 7/8... Discriminator Loss: 1.3842... Generator Loss: 0.7291
Epoch 7/8... Discriminator Loss: 1.3843... Generator Loss: 0.8889
Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.7210
Epoch 7/8... Discriminator Loss: 1.3955... Generator Loss: 0.9210
Epoch 7/8... Discriminator Loss: 1.3878... Generator Loss: 0.6836
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.9112
Epoch 7/8... Discriminator Loss: 1.3830... Generator Loss: 0.7263
Epoch 7/8... Discriminator Loss: 1.3751... Generator Loss: 0.8283
Epoch 7/8... Discriminator Loss: 1.3886... Generator Loss: 0.7325
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8434
Epoch 7/8... Discriminator Loss: 1.3732... Generator Loss: 0.7595
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8397
Epoch 7/8... Discriminator Loss: 1.3847... Generator Loss: 0.7474
Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.8511
Epoch 7/8... Discriminator Loss: 1.3788... Generator Loss: 0.7418
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8659
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.7311
Epoch 7/8... Discriminator Loss: 1.3819... Generator Loss: 0.8641
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7460
Epoch 7/8... Discriminator Loss: 1.3810... Generator Loss: 0.8521
Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.7617
Epoch 7/8... Discriminator Loss: 1.3752... Generator Loss: 0.8427
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7437
Epoch 7/8... Discriminator Loss: 1.3849... Generator Loss: 0.9092
Epoch 7/8... Discriminator Loss: 1.3913... Generator Loss: 0.6770
Epoch 7/8... Discriminator Loss: 1.3894... Generator Loss: 0.9196
Epoch 7/8... Discriminator Loss: 1.3817... Generator Loss: 0.7183
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8571
Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.7382
Epoch 7/8... Discriminator Loss: 1.3820... Generator Loss: 0.8669
Epoch 7/8... Discriminator Loss: 1.3861... Generator Loss: 0.7094
Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8947
Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.7117
Epoch 7/8... Discriminator Loss: 1.3811... Generator Loss: 0.8861
Epoch 7/8... Discriminator Loss: 1.3840... Generator Loss: 0.7167
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8656
Epoch 7/8... Discriminator Loss: 1.3828... Generator Loss: 0.7174
Epoch 7/8... Discriminator Loss: 1.3827... Generator Loss: 0.8958
Epoch 7/8... Discriminator Loss: 1.3853... Generator Loss: 0.7043
Epoch 7/8... Discriminator Loss: 1.3818... Generator Loss: 0.8994
Epoch 7/8... Discriminator Loss: 1.3825... Generator Loss: 0.7123
Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.8633
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7556
Epoch 7/8... Discriminator Loss: 1.3752... Generator Loss: 0.8355
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7501
Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.8615
Epoch 7/8... Discriminator Loss: 1.3803... Generator Loss: 0.7110
Epoch 7/8... Discriminator Loss: 1.3846... Generator Loss: 0.8947
Epoch 7/8... Discriminator Loss: 1.3864... Generator Loss: 0.7068
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8742
Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.7507
Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8429
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7591
Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.8256
Epoch 7/8... Discriminator Loss: 1.3755... Generator Loss: 0.7732
Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8250
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7838
Epoch 7/8... Discriminator Loss: 1.3758... Generator Loss: 0.8098
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7804
Epoch 7/8... Discriminator Loss: 1.3827... Generator Loss: 0.8268
Epoch 7/8... Discriminator Loss: 1.3822... Generator Loss: 0.7592
Epoch 7/8... Discriminator Loss: 1.3734... Generator Loss: 0.8314
Epoch 7/8... Discriminator Loss: 1.3745... Generator Loss: 0.7746
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8171
Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.7575
Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.8548
Epoch 7/8... Discriminator Loss: 1.3861... Generator Loss: 0.7261
Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8918
Epoch 7/8... Discriminator Loss: 1.3856... Generator Loss: 0.6895
Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.9029
Epoch 7/8... Discriminator Loss: 1.3843... Generator Loss: 0.7127
Epoch 7/8... Discriminator Loss: 1.3860... Generator Loss: 0.8766
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7496
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.8481
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7530
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8396
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7495
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8484
Epoch 7/8... Discriminator Loss: 1.3845... Generator Loss: 0.7352
Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.8678
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7060
Epoch 7/8... Discriminator Loss: 1.3961... Generator Loss: 0.9645
Epoch 7/8... Discriminator Loss: 1.3971... Generator Loss: 0.6584
Epoch 7/8... Discriminator Loss: 1.3888... Generator Loss: 0.9089
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7189
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8674
Epoch 7/8... Discriminator Loss: 1.3726... Generator Loss: 0.7569
Epoch 7/8... Discriminator Loss: 1.3887... Generator Loss: 0.8500
Epoch 7/8... Discriminator Loss: 1.3834... Generator Loss: 0.7530
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8211
Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.7801
Epoch 7/8... Discriminator Loss: 1.3722... Generator Loss: 0.8158
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.7715
Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.8283
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7498
Epoch 7/8... Discriminator Loss: 1.3760... Generator Loss: 0.8729
Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.7714
Epoch 7/8... Discriminator Loss: 1.3811... Generator Loss: 0.8456
Epoch 7/8... Discriminator Loss: 1.3877... Generator Loss: 0.6965
Epoch 7/8... Discriminator Loss: 1.4019... Generator Loss: 0.9928
Epoch 7/8... Discriminator Loss: 1.3928... Generator Loss: 0.6617
Epoch 7/8... Discriminator Loss: 1.3876... Generator Loss: 0.8990
Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.7405
Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8421
Epoch 7/8... Discriminator Loss: 1.3827... Generator Loss: 0.7475
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8385
Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.7798
Epoch 7/8... Discriminator Loss: 1.3747... Generator Loss: 0.8064
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7797
Epoch 7/8... Discriminator Loss: 1.3755... Generator Loss: 0.8240
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7786
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.8259
Epoch 7/8... Discriminator Loss: 1.3666... Generator Loss: 0.7744
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8579
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7213
Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.9016
Epoch 7/8... Discriminator Loss: 1.3811... Generator Loss: 0.7025
Epoch 7/8... Discriminator Loss: 1.3956... Generator Loss: 0.9214
Epoch 7/8... Discriminator Loss: 1.3898... Generator Loss: 0.6949
Epoch 7/8... Discriminator Loss: 1.3823... Generator Loss: 0.8699
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7517
Epoch 7/8... Discriminator Loss: 1.3739... Generator Loss: 0.8381
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7673
Epoch 7/8... Discriminator Loss: 1.3741... Generator Loss: 0.8207
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7752
Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.8368
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7637
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8230
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7688
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8412
Epoch 7/8... Discriminator Loss: 1.3864... Generator Loss: 0.7211
Epoch 7/8... Discriminator Loss: 1.3814... Generator Loss: 0.8663
Epoch 7/8... Discriminator Loss: 1.3849... Generator Loss: 0.7202
Epoch 7/8... Discriminator Loss: 1.3807... Generator Loss: 0.8966
Epoch 7/8... Discriminator Loss: 1.3810... Generator Loss: 0.6992
Epoch 7/8... Discriminator Loss: 1.3895... Generator Loss: 0.9085
Epoch 7/8... Discriminator Loss: 1.3849... Generator Loss: 0.6915
Epoch 7/8... Discriminator Loss: 1.3811... Generator Loss: 0.9209
Epoch 7/8... Discriminator Loss: 1.3872... Generator Loss: 0.7120
Epoch 7/8... Discriminator Loss: 1.3887... Generator Loss: 0.9137
Epoch 7/8... Discriminator Loss: 1.3910... Generator Loss: 0.6915
Epoch 7/8... Discriminator Loss: 1.3880... Generator Loss: 0.8596
Epoch 7/8... Discriminator Loss: 1.3742... Generator Loss: 0.7668
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7980
Epoch 7/8... Discriminator Loss: 1.3810... Generator Loss: 0.8007
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7946
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8131
Epoch 7/8... Discriminator Loss: 1.3718... Generator Loss: 0.7770
Epoch 7/8... Discriminator Loss: 1.3741... Generator Loss: 0.8392
Epoch 7/8... Discriminator Loss: 1.3746... Generator Loss: 0.7683
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8343
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.7501
Epoch 7/8... Discriminator Loss: 1.3724... Generator Loss: 0.8591
Epoch 7/8... Discriminator Loss: 1.3807... Generator Loss: 0.7332
Epoch 7/8... Discriminator Loss: 1.3868... Generator Loss: 0.8732
Epoch 7/8... Discriminator Loss: 1.3847... Generator Loss: 0.7156
Epoch 7/8... Discriminator Loss: 1.3823... Generator Loss: 0.8865
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7113
Epoch 7/8... Discriminator Loss: 1.3807... Generator Loss: 0.8891
Epoch 7/8... Discriminator Loss: 1.3850... Generator Loss: 0.7131
Epoch 7/8... Discriminator Loss: 1.3854... Generator Loss: 0.8952
Epoch 7/8... Discriminator Loss: 1.3822... Generator Loss: 0.7233
Epoch 7/8... Discriminator Loss: 1.3836... Generator Loss: 0.8780
Epoch 7/8... Discriminator Loss: 1.3885... Generator Loss: 0.7061
Epoch 7/8... Discriminator Loss: 1.3844... Generator Loss: 0.8691
Epoch 7/8... Discriminator Loss: 1.3825... Generator Loss: 0.7261
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8686
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7451
Epoch 7/8... Discriminator Loss: 1.3838... Generator Loss: 0.8290
Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7724
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8226
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7663
Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.8250
Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7603
Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.8559
Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.7134
Epoch 7/8... Discriminator Loss: 1.3871... Generator Loss: 0.9306
Epoch 7/8... Discriminator Loss: 1.3928... Generator Loss: 0.6556
Epoch 7/8... Discriminator Loss: 1.3896... Generator Loss: 0.9367
Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.7225
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8470
Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7633
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8230
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7781
Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7878
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.8384
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7539
Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.8346
Epoch 7/8... Discriminator Loss: 1.3727... Generator Loss: 0.7822
Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.8071
Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.7713
Epoch 7/8... Discriminator Loss: 1.3803... Generator Loss: 0.8383
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7594
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8495
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7375
Epoch 7/8... Discriminator Loss: 1.3892... Generator Loss: 0.9461
Epoch 7/8... Discriminator Loss: 1.3884... Generator Loss: 0.6715
Epoch 7/8... Discriminator Loss: 1.3931... Generator Loss: 0.9606
Epoch 7/8... Discriminator Loss: 1.3884... Generator Loss: 0.6847
Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.8434
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.7731
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.7998
Epoch 7/8... Discriminator Loss: 1.3734... Generator Loss: 0.7785
Epoch 7/8... Discriminator Loss: 1.3755... Generator Loss: 0.8097
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7832
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.8049
Epoch 7/8... Discriminator Loss: 1.3759... Generator Loss: 0.7771
Epoch 7/8... Discriminator Loss: 1.3758... Generator Loss: 0.8360
Epoch 7/8... Discriminator Loss: 1.3840... Generator Loss: 0.7549
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8396
Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.7422
Epoch 7/8... Discriminator Loss: 1.3847... Generator Loss: 0.8565
Epoch 7/8... Discriminator Loss: 1.3880... Generator Loss: 0.7011
Epoch 7/8... Discriminator Loss: 1.3930... Generator Loss: 0.9366
Epoch 7/8... Discriminator Loss: 1.3987... Generator Loss: 0.6486
Epoch 7/8... Discriminator Loss: 1.3895... Generator Loss: 0.9401
Epoch 7/8... Discriminator Loss: 1.3854... Generator Loss: 0.7011
Epoch 7/8... Discriminator Loss: 1.3850... Generator Loss: 0.8965
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7459
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8334
Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7619
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8483
Epoch 7/8... Discriminator Loss: 1.3819... Generator Loss: 0.7278
Epoch 7/8... Discriminator Loss: 1.3874... Generator Loss: 0.9000
Epoch 7/8... Discriminator Loss: 1.3863... Generator Loss: 0.6979
Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.8663
Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.7294
Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8549
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7605
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8244
Epoch 7/8... Discriminator Loss: 1.3737... Generator Loss: 0.7737
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8128
Epoch 7/8... Discriminator Loss: 1.3760... Generator Loss: 0.7998
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7931
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8207
Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.7078
Epoch 7/8... Discriminator Loss: 1.3911... Generator Loss: 0.9530
Epoch 7/8... Discriminator Loss: 1.3837... Generator Loss: 0.6840
Epoch 7/8... Discriminator Loss: 1.3860... Generator Loss: 0.9185
Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7162
Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.8535
Epoch 7/8... Discriminator Loss: 1.3753... Generator Loss: 0.7706
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8112
Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.7886
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.8169
Epoch 7/8... Discriminator Loss: 1.3738... Generator Loss: 0.7843
Epoch 7/8... Discriminator Loss: 1.3740... Generator Loss: 0.7933
Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7821
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8461
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7439
Epoch 7/8... Discriminator Loss: 1.3760... Generator Loss: 0.8603
Epoch 7/8... Discriminator Loss: 1.3802... Generator Loss: 0.7516
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8626
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7106
Epoch 7/8... Discriminator Loss: 1.3972... Generator Loss: 0.9276
Epoch 7/8... Discriminator Loss: 1.3943... Generator Loss: 0.6495
Epoch 7/8... Discriminator Loss: 1.3919... Generator Loss: 0.9071
Epoch 7/8... Discriminator Loss: 1.3756... Generator Loss: 0.7510
Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.8109
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7795
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8145
Epoch 7/8... Discriminator Loss: 1.3742... Generator Loss: 0.7877
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8044
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7909
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.8058
Epoch 7/8... Discriminator Loss: 1.3747... Generator Loss: 0.7905
Epoch 7/8... Discriminator Loss: 1.3744... Generator Loss: 0.8156
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7843
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8252
Epoch 7/8... Discriminator Loss: 1.3823... Generator Loss: 0.7229
Epoch 7/8... Discriminator Loss: 1.3884... Generator Loss: 0.9073
Epoch 7/8... Discriminator Loss: 1.4032... Generator Loss: 0.6461
Epoch 7/8... Discriminator Loss: 1.4278... Generator Loss: 1.0695
Epoch 7/8... Discriminator Loss: 1.3831... Generator Loss: 0.7067
Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.8414
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7717
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8091
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7860
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8127
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7826
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8169
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7682
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8285
Epoch 7/8... Discriminator Loss: 1.3837... Generator Loss: 0.7451
Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.8631
Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7177
Epoch 7/8... Discriminator Loss: 1.3867... Generator Loss: 0.9036
Epoch 7/8... Discriminator Loss: 1.3844... Generator Loss: 0.7024
Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.8817
Epoch 7/8... Discriminator Loss: 1.3835... Generator Loss: 0.7304
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8440
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7584
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8345
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7615
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.8177
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7755
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8162
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7901
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8010
Epoch 7/8... Discriminator Loss: 1.3690... Generator Loss: 0.7931
Epoch 7/8... Discriminator Loss: 1.3703... Generator Loss: 0.8271
Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.7595
Epoch 7/8... Discriminator Loss: 1.3817... Generator Loss: 0.8364
Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.7393
Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.8847
Epoch 7/8... Discriminator Loss: 1.3873... Generator Loss: 0.6952
Epoch 7/8... Discriminator Loss: 1.3853... Generator Loss: 0.9023
Epoch 7/8... Discriminator Loss: 1.3866... Generator Loss: 0.6985
Epoch 7/8... Discriminator Loss: 1.3854... Generator Loss: 0.8902
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7320
Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.8588
Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7394
Epoch 7/8... Discriminator Loss: 1.3759... Generator Loss: 0.8480
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7634
Epoch 7/8... Discriminator Loss: 1.3748... Generator Loss: 0.8251
Epoch 7/8... Discriminator Loss: 1.3749... Generator Loss: 0.7649
Epoch 7/8... Discriminator Loss: 1.3809... Generator Loss: 0.8353
Epoch 7/8... Discriminator Loss: 1.3802... Generator Loss: 0.7631
Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8241
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7641
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8365
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7651
Epoch 7/8... Discriminator Loss: 1.3760... Generator Loss: 0.8328
Epoch 7/8... Discriminator Loss: 1.3759... Generator Loss: 0.7626
Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.8399
Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.7457
Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.8642
Epoch 7/8... Discriminator Loss: 1.3838... Generator Loss: 0.7192
Epoch 7/8... Discriminator Loss: 1.3840... Generator Loss: 0.8957
Epoch 7/8... Discriminator Loss: 1.3842... Generator Loss: 0.7036
Epoch 7/8... Discriminator Loss: 1.3861... Generator Loss: 0.8974
Epoch 7/8... Discriminator Loss: 1.3832... Generator Loss: 0.7146
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.8727
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7390
Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8486
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7629
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8377
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7597
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8317
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7669
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8411
Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7403
Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.8626
Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.7295
Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8783
Epoch 7/8... Discriminator Loss: 1.3840... Generator Loss: 0.7189
Epoch 7/8... Discriminator Loss: 1.3851... Generator Loss: 0.8925
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7120
Epoch 7/8... Discriminator Loss: 1.3799... Generator Loss: 0.8780
Epoch 7/8... Discriminator Loss: 1.3799... Generator Loss: 0.7275
Epoch 7/8... Discriminator Loss: 1.3809... Generator Loss: 0.8809
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7147
Epoch 7/8... Discriminator Loss: 1.3828... Generator Loss: 0.8712
Epoch 7/8... Discriminator Loss: 1.3816... Generator Loss: 0.7317
Epoch 7/8... Discriminator Loss: 1.3800... Generator Loss: 0.8496
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7525
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.8351
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7640
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8299
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7614
Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.8433
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7327
Epoch 7/8... Discriminator Loss: 1.3792... Generator Loss: 0.8519
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7539
Epoch 7/8... Discriminator Loss: 1.3810... Generator Loss: 0.8544
Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.7319
Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.8831
Epoch 7/8... Discriminator Loss: 1.3865... Generator Loss: 0.6992
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.9080
Epoch 7/8... Discriminator Loss: 1.3827... Generator Loss: 0.7272
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8610
Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.7448
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8302
Epoch 7/8... Discriminator Loss: 1.3719... Generator Loss: 0.7553
Epoch 7/8... Discriminator Loss: 1.3875... Generator Loss: 0.8485
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7272
Epoch 7/8... Discriminator Loss: 1.3964... Generator Loss: 0.9462
Epoch 7/8... Discriminator Loss: 1.3936... Generator Loss: 0.6641
Epoch 7/8... Discriminator Loss: 1.3842... Generator Loss: 0.9029
Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.7304
Epoch 7/8... Discriminator Loss: 1.3756... Generator Loss: 0.8380
Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.7773
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.8224
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7524
Epoch 7/8... Discriminator Loss: 1.3831... Generator Loss: 0.8910
Epoch 7/8... Discriminator Loss: 1.3877... Generator Loss: 0.6912
Epoch 7/8... Discriminator Loss: 1.3936... Generator Loss: 0.9215
Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.6997
Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.8606
Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.7480
Epoch 7/8... Discriminator Loss: 1.3840... Generator Loss: 0.8380
Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.7438
Epoch 7/8... Discriminator Loss: 1.3820... Generator Loss: 0.8760
Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.7255
Epoch 7/8... Discriminator Loss: 1.3851... Generator Loss: 0.8700
Epoch 7/8... Discriminator Loss: 1.3792... Generator Loss: 0.7391
Epoch 7/8... Discriminator Loss: 1.3792... Generator Loss: 0.8424
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7564
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8405
Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7335
Epoch 7/8... Discriminator Loss: 1.3817... Generator Loss: 0.8888
Epoch 7/8... Discriminator Loss: 1.3877... Generator Loss: 0.6855
Epoch 7/8... Discriminator Loss: 1.3908... Generator Loss: 0.9193
Epoch 7/8... Discriminator Loss: 1.3834... Generator Loss: 0.7141
Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.8528
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7595
Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8180
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7707
Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.8464
Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.7354
Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.8606
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7121
Epoch 7/8... Discriminator Loss: 1.3844... Generator Loss: 0.9226
Epoch 7/8... Discriminator Loss: 1.3846... Generator Loss: 0.7016
Epoch 7/8... Discriminator Loss: 1.3809... Generator Loss: 0.9037
Epoch 7/8... Discriminator Loss: 1.3883... Generator Loss: 0.7063
Epoch 7/8... Discriminator Loss: 1.3818... Generator Loss: 0.8703
Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.7434
Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8320
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7717
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8270
Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7847
Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.8059
Epoch 7/8... Discriminator Loss: 1.3749... Generator Loss: 0.7846
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8146
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7832
Epoch 7/8... Discriminator Loss: 1.3792... Generator Loss: 0.8043
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7950
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7990
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7944
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8092
Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7882
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8068
Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7847
Epoch 7/8... Discriminator Loss: 1.3741... Generator Loss: 0.8226
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7603
Epoch 7/8... Discriminator Loss: 1.3830... Generator Loss: 0.8670
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7025
Epoch 7/8... Discriminator Loss: 1.3891... Generator Loss: 0.9240
Epoch 7/8... Discriminator Loss: 1.3871... Generator Loss: 0.6878
Epoch 7/8... Discriminator Loss: 1.3852... Generator Loss: 0.9053
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7177
Epoch 7/8... Discriminator Loss: 1.3850... Generator Loss: 0.8643
Epoch 7/8... Discriminator Loss: 1.3843... Generator Loss: 0.7188
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8431
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7756
Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.8208
Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7756
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8345
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7569
Epoch 7/8... Discriminator Loss: 1.3850... Generator Loss: 0.8790
Epoch 7/8... Discriminator Loss: 1.3881... Generator Loss: 0.6963
Epoch 7/8... Discriminator Loss: 1.3869... Generator Loss: 0.9163
Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.6966
Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.8986
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7193
Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8611
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7477
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8815
Epoch 7/8... Discriminator Loss: 1.3831... Generator Loss: 0.7047
Epoch 7/8... Discriminator Loss: 1.4088... Generator Loss: 0.9990
Epoch 7/8... Discriminator Loss: 1.3868... Generator Loss: 0.6664
Epoch 7/8... Discriminator Loss: 1.4017... Generator Loss: 1.0193
Epoch 7/8... Discriminator Loss: 1.3947... Generator Loss: 0.6696
Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8378
Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.7769
Epoch 7/8... Discriminator Loss: 1.3744... Generator Loss: 0.8163
Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7850
Epoch 7/8... Discriminator Loss: 1.3747... Generator Loss: 0.8037
Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8113
Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7760
Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8274
Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7754
Epoch 7/8... Discriminator Loss: 1.3832... Generator Loss: 0.8062
Epoch 7/8... Discriminator Loss: 1.3813... Generator Loss: 0.7731
Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8383
Epoch 7/8... Discriminator Loss: 1.3756... Generator Loss: 0.7642
Epoch 7/8... Discriminator Loss: 1.3755... Generator Loss: 0.8279
Epoch 7/8... Discriminator Loss: 1.3748... Generator Loss: 0.7589
Epoch 7/8... Discriminator Loss: 1.3871... Generator Loss: 0.8916
Epoch 7/8... Discriminator Loss: 1.3889... Generator Loss: 0.6816
Epoch 7/8... Discriminator Loss: 1.3912... Generator Loss: 0.9300
Epoch 7/8... Discriminator Loss: 1.3876... Generator Loss: 0.6922
Epoch 7/8... Discriminator Loss: 1.3856... Generator Loss: 0.8762
Epoch 7/8... Discriminator Loss: 1.3752... Generator Loss: 0.7453
Epoch 7/8... Discriminator Loss: 1.3735... Generator Loss: 0.8366
Epoch 7/8... Discriminator Loss: 1.3746... Generator Loss: 0.7849
Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8069
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8026
Epoch 8/8... Discriminator Loss: 1.3801... Generator Loss: 0.7655
Epoch 8/8... Discriminator Loss: 1.3802... Generator Loss: 0.8292
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7539
Epoch 8/8... Discriminator Loss: 1.3845... Generator Loss: 0.8641
Epoch 8/8... Discriminator Loss: 1.3825... Generator Loss: 0.7230
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8840
Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.7301
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8631
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7478
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8401
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7636
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8194
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7702
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8133
Epoch 8/8... Discriminator Loss: 1.3737... Generator Loss: 0.7745
Epoch 8/8... Discriminator Loss: 1.3824... Generator Loss: 0.8479
Epoch 8/8... Discriminator Loss: 1.3876... Generator Loss: 0.7040
Epoch 8/8... Discriminator Loss: 1.3922... Generator Loss: 0.9148
Epoch 8/8... Discriminator Loss: 1.3870... Generator Loss: 0.6852
Epoch 8/8... Discriminator Loss: 1.3841... Generator Loss: 0.8982
Epoch 8/8... Discriminator Loss: 1.3862... Generator Loss: 0.7017
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8745
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7452
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8328
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7745
Epoch 8/8... Discriminator Loss: 1.3825... Generator Loss: 0.8120
Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7656
Epoch 8/8... Discriminator Loss: 1.3731... Generator Loss: 0.8593
Epoch 8/8... Discriminator Loss: 1.3883... Generator Loss: 0.6895
Epoch 8/8... Discriminator Loss: 1.3937... Generator Loss: 0.9654
Epoch 8/8... Discriminator Loss: 1.3869... Generator Loss: 0.6845
Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.8724
Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7551
Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.8276
Epoch 8/8... Discriminator Loss: 1.3758... Generator Loss: 0.7738
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8365
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7589
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8378
Epoch 8/8... Discriminator Loss: 1.3755... Generator Loss: 0.7535
Epoch 8/8... Discriminator Loss: 1.3753... Generator Loss: 0.8367
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7703
Epoch 8/8... Discriminator Loss: 1.3805... Generator Loss: 0.8248
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7757
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8228
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7629
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8381
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7539
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8341
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7636
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8363
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7533
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8425
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7493
Epoch 8/8... Discriminator Loss: 1.3749... Generator Loss: 0.8603
Epoch 8/8... Discriminator Loss: 1.3915... Generator Loss: 0.6790
Epoch 8/8... Discriminator Loss: 1.3878... Generator Loss: 0.9245
Epoch 8/8... Discriminator Loss: 1.3918... Generator Loss: 0.6770
Epoch 8/8... Discriminator Loss: 1.3830... Generator Loss: 0.8935
Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.7374
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8513
Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7609
Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.8161
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7741
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8211
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7738
Epoch 8/8... Discriminator Loss: 1.3759... Generator Loss: 0.8246
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7617
Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.8556
Epoch 8/8... Discriminator Loss: 1.3847... Generator Loss: 0.7269
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8686
Epoch 8/8... Discriminator Loss: 1.3834... Generator Loss: 0.7230
Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.8791
Epoch 8/8... Discriminator Loss: 1.3825... Generator Loss: 0.7180
Epoch 8/8... Discriminator Loss: 1.3814... Generator Loss: 0.8882
Epoch 8/8... Discriminator Loss: 1.3827... Generator Loss: 0.7251
Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.8920
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7140
Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.8868
Epoch 8/8... Discriminator Loss: 1.3829... Generator Loss: 0.7340
Epoch 8/8... Discriminator Loss: 1.3830... Generator Loss: 0.8590
Epoch 8/8... Discriminator Loss: 1.3831... Generator Loss: 0.7278
Epoch 8/8... Discriminator Loss: 1.3888... Generator Loss: 0.9330
Epoch 8/8... Discriminator Loss: 1.4053... Generator Loss: 0.6336
Epoch 8/8... Discriminator Loss: 1.3882... Generator Loss: 0.9290
Epoch 8/8... Discriminator Loss: 1.3805... Generator Loss: 0.7344
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8327
Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7680
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8215
Epoch 8/8... Discriminator Loss: 1.3747... Generator Loss: 0.7811
Epoch 8/8... Discriminator Loss: 1.3754... Generator Loss: 0.8215
Epoch 8/8... Discriminator Loss: 1.3754... Generator Loss: 0.7791
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8146
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7793
Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.8132
Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.7751
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8269
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7536
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8569
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7448
Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.8619
Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.7327
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8676
Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.7352
Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.8614
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7466
Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.8421
Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7587
Epoch 8/8... Discriminator Loss: 1.3752... Generator Loss: 0.8308
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7729
Epoch 8/8... Discriminator Loss: 1.3751... Generator Loss: 0.8187
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7829
Epoch 8/8... Discriminator Loss: 1.3759... Generator Loss: 0.8111
Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.7802
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8110
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7812
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8331
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.7503
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8508
Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7250
Epoch 8/8... Discriminator Loss: 1.3854... Generator Loss: 0.8941
Epoch 8/8... Discriminator Loss: 1.3873... Generator Loss: 0.6972
Epoch 8/8... Discriminator Loss: 1.3853... Generator Loss: 0.9090
Epoch 8/8... Discriminator Loss: 1.3827... Generator Loss: 0.7080
Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.8791
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.7377
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8513
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.7530
Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.8290
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7661
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8368
Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.7534
Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.8496
Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.7292
Epoch 8/8... Discriminator Loss: 1.3810... Generator Loss: 0.8740
Epoch 8/8... Discriminator Loss: 1.3847... Generator Loss: 0.7193
Epoch 8/8... Discriminator Loss: 1.3839... Generator Loss: 0.8957
Epoch 8/8... Discriminator Loss: 1.3849... Generator Loss: 0.7054
Epoch 8/8... Discriminator Loss: 1.3852... Generator Loss: 0.8864
Epoch 8/8... Discriminator Loss: 1.3848... Generator Loss: 0.7108
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8858
Epoch 8/8... Discriminator Loss: 1.3755... Generator Loss: 0.7444
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8361
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7575
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8346
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7574
Epoch 8/8... Discriminator Loss: 1.3756... Generator Loss: 0.8502
Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.7337
Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.8875
Epoch 8/8... Discriminator Loss: 1.3888... Generator Loss: 0.6841
Epoch 8/8... Discriminator Loss: 1.3877... Generator Loss: 0.9242
Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.7100
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8625
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7509
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8282
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7726
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8152
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7765
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8199
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7620
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8396
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7571
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8442
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7451
Epoch 8/8... Discriminator Loss: 1.3830... Generator Loss: 0.8648
Epoch 8/8... Discriminator Loss: 1.3826... Generator Loss: 0.7307
Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.8563
Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.7317
Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.8819
Epoch 8/8... Discriminator Loss: 1.3838... Generator Loss: 0.7133
Epoch 8/8... Discriminator Loss: 1.3841... Generator Loss: 0.8843
Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.7349
Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.8393
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7677
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8196
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7693
Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.8364
Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.7378
Epoch 8/8... Discriminator Loss: 1.3818... Generator Loss: 0.8997
Epoch 8/8... Discriminator Loss: 1.3909... Generator Loss: 0.6722
Epoch 8/8... Discriminator Loss: 1.3929... Generator Loss: 0.9496
Epoch 8/8... Discriminator Loss: 1.3855... Generator Loss: 0.7016
Epoch 8/8... Discriminator Loss: 1.3802... Generator Loss: 0.8564
Epoch 8/8... Discriminator Loss: 1.3954... Generator Loss: 0.6627
Epoch 8/8... Discriminator Loss: 1.4029... Generator Loss: 0.9880
Epoch 8/8... Discriminator Loss: 1.3911... Generator Loss: 0.6761
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8615
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7681
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8167
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7816
Epoch 8/8... Discriminator Loss: 1.3756... Generator Loss: 0.8102
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7888
Epoch 8/8... Discriminator Loss: 1.3744... Generator Loss: 0.8078
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7856
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8074
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7745
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8305
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7610
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8274
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7548
Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.8485
Epoch 8/8... Discriminator Loss: 1.3819... Generator Loss: 0.7322
Epoch 8/8... Discriminator Loss: 1.3846... Generator Loss: 0.8790
Epoch 8/8... Discriminator Loss: 1.3825... Generator Loss: 0.7154
Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.8810
Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.7336
Epoch 8/8... Discriminator Loss: 1.3821... Generator Loss: 0.8619
Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.7413
Epoch 8/8... Discriminator Loss: 1.3863... Generator Loss: 0.8936
Epoch 8/8... Discriminator Loss: 1.3868... Generator Loss: 0.6870
Epoch 8/8... Discriminator Loss: 1.3881... Generator Loss: 0.9290
Epoch 8/8... Discriminator Loss: 1.3819... Generator Loss: 0.7129
Epoch 8/8... Discriminator Loss: 1.3810... Generator Loss: 0.8570
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7596
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8208
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7887
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8017
Epoch 8/8... Discriminator Loss: 1.3754... Generator Loss: 0.7909
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8023
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7974
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7891
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8140
Epoch 8/8... Discriminator Loss: 1.3725... Generator Loss: 0.7840
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8153
Epoch 8/8... Discriminator Loss: 1.3745... Generator Loss: 0.7840
Epoch 8/8... Discriminator Loss: 1.3746... Generator Loss: 0.8041
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8042
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7844
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8039
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7791
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8363
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.7372
Epoch 8/8... Discriminator Loss: 1.3942... Generator Loss: 0.9335
Epoch 8/8... Discriminator Loss: 1.3987... Generator Loss: 0.6536
Epoch 8/8... Discriminator Loss: 1.3869... Generator Loss: 0.9247
Epoch 8/8... Discriminator Loss: 1.3730... Generator Loss: 0.7384
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8441
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7536
Epoch 8/8... Discriminator Loss: 1.3855... Generator Loss: 0.8882
Epoch 8/8... Discriminator Loss: 1.3866... Generator Loss: 0.6989
Epoch 8/8... Discriminator Loss: 1.3826... Generator Loss: 0.8900
Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7377
Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.8500
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7483
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8536
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7452
Epoch 8/8... Discriminator Loss: 1.3810... Generator Loss: 0.8591
Epoch 8/8... Discriminator Loss: 1.3826... Generator Loss: 0.7297
Epoch 8/8... Discriminator Loss: 1.3835... Generator Loss: 0.8852
Epoch 8/8... Discriminator Loss: 1.3867... Generator Loss: 0.7039
Epoch 8/8... Discriminator Loss: 1.3872... Generator Loss: 0.9045
Epoch 8/8... Discriminator Loss: 1.3900... Generator Loss: 0.6824
Epoch 8/8... Discriminator Loss: 1.3853... Generator Loss: 0.9081
Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.7195
Epoch 8/8... Discriminator Loss: 1.3821... Generator Loss: 0.8659
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7391
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8451
Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7501
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8382
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.7677
Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.8176
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7896
Epoch 8/8... Discriminator Loss: 1.3805... Generator Loss: 0.7992
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7761
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8214
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.7682
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8346
Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7310
Epoch 8/8... Discriminator Loss: 1.3881... Generator Loss: 0.9247
Epoch 8/8... Discriminator Loss: 1.3879... Generator Loss: 0.6809
Epoch 8/8... Discriminator Loss: 1.3852... Generator Loss: 0.9042
Epoch 8/8... Discriminator Loss: 1.3813... Generator Loss: 0.7331
Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.8489
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.7598
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.8339
Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.7563
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8469
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.7467
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8567
Epoch 8/8... Discriminator Loss: 1.3817... Generator Loss: 0.7251
Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.8707
Epoch 8/8... Discriminator Loss: 1.3839... Generator Loss: 0.7274
Epoch 8/8... Discriminator Loss: 1.3805... Generator Loss: 0.8536
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7396
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8591
Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.7441
Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.8532
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7483
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8411
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7609
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8359
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7627
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8322
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7568
Epoch 8/8... Discriminator Loss: 1.3810... Generator Loss: 0.8520
Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.7293
Epoch 8/8... Discriminator Loss: 1.3813... Generator Loss: 0.8804
Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.7313
Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.8618
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7412
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8513
Epoch 8/8... Discriminator Loss: 1.3813... Generator Loss: 0.7340
Epoch 8/8... Discriminator Loss: 1.3828... Generator Loss: 0.8997
Epoch 8/8... Discriminator Loss: 1.3939... Generator Loss: 0.6683
Epoch 8/8... Discriminator Loss: 1.3883... Generator Loss: 0.9107
Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.7281
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8458
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7687
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8223
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7780
Epoch 8/8... Discriminator Loss: 1.3758... Generator Loss: 0.8176
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7767
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8133
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.7778
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8227
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7676
Epoch 8/8... Discriminator Loss: 1.3716... Generator Loss: 0.8278
Epoch 8/8... Discriminator Loss: 1.3810... Generator Loss: 0.7546
Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.8798
Epoch 8/8... Discriminator Loss: 1.3993... Generator Loss: 0.6510
Epoch 8/8... Discriminator Loss: 1.3989... Generator Loss: 0.9781
Epoch 8/8... Discriminator Loss: 1.3838... Generator Loss: 0.7001
Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.8491
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7467
Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.8419
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7623
Epoch 8/8... Discriminator Loss: 1.3829... Generator Loss: 0.8566
Epoch 8/8... Discriminator Loss: 1.3887... Generator Loss: 0.6835
Epoch 8/8... Discriminator Loss: 1.3893... Generator Loss: 0.9357
Epoch 8/8... Discriminator Loss: 1.3824... Generator Loss: 0.7056
Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.8702
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7575
Epoch 8/8... Discriminator Loss: 1.3756... Generator Loss: 0.8210
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7922
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.7931
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8133
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7808
Epoch 8/8... Discriminator Loss: 1.3750... Generator Loss: 0.8277
Epoch 8/8... Discriminator Loss: 1.3819... Generator Loss: 0.7413
Epoch 8/8... Discriminator Loss: 1.3825... Generator Loss: 0.8885
Epoch 8/8... Discriminator Loss: 1.3833... Generator Loss: 0.7070
Epoch 8/8... Discriminator Loss: 1.3830... Generator Loss: 0.9068
Epoch 8/8... Discriminator Loss: 1.3838... Generator Loss: 0.7118
Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.8771
Epoch 8/8... Discriminator Loss: 1.3823... Generator Loss: 0.7160
Epoch 8/8... Discriminator Loss: 1.3819... Generator Loss: 0.8829
Epoch 8/8... Discriminator Loss: 1.3829... Generator Loss: 0.7301
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.8361
Epoch 8/8... Discriminator Loss: 1.3755... Generator Loss: 0.7613
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8444
Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.7411
Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.8626
Epoch 8/8... Discriminator Loss: 1.3818... Generator Loss: 0.7304
Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.8724
Epoch 8/8... Discriminator Loss: 1.3806... Generator Loss: 0.7367
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8553
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7535
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8365
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7635
Epoch 8/8... Discriminator Loss: 1.3753... Generator Loss: 0.8423
Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.7417
Epoch 8/8... Discriminator Loss: 1.3901... Generator Loss: 0.8975
Epoch 8/8... Discriminator Loss: 1.3890... Generator Loss: 0.6691
Epoch 8/8... Discriminator Loss: 1.3974... Generator Loss: 0.9687
Epoch 8/8... Discriminator Loss: 1.3870... Generator Loss: 0.6986
Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.8558
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7657
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8054
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7913
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8096
Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7877
Epoch 8/8... Discriminator Loss: 1.3758... Generator Loss: 0.8108
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7838
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8094
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7828
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8170
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7710
Epoch 8/8... Discriminator Loss: 1.3817... Generator Loss: 0.8313
Epoch 8/8... Discriminator Loss: 1.3892... Generator Loss: 0.6885
Epoch 8/8... Discriminator Loss: 1.3929... Generator Loss: 0.9436
Epoch 8/8... Discriminator Loss: 1.3966... Generator Loss: 0.6508
Epoch 8/8... Discriminator Loss: 1.3852... Generator Loss: 0.9055
Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7642
Epoch 8/8... Discriminator Loss: 1.3734... Generator Loss: 0.8194
Epoch 8/8... Discriminator Loss: 1.3935... Generator Loss: 0.7557
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8168
Epoch 8/8... Discriminator Loss: 1.4091... Generator Loss: 0.6296
Epoch 8/8... Discriminator Loss: 1.4569... Generator Loss: 1.1434
Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.7218
Epoch 8/8... Discriminator Loss: 1.3747... Generator Loss: 0.8471
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7760
Epoch 8/8... Discriminator Loss: 1.3802... Generator Loss: 0.8006
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7881
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7990
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.7987
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7906
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8062
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7957
Epoch 8/8... Discriminator Loss: 1.3731... Generator Loss: 0.7995
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7754
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8130
Epoch 8/8... Discriminator Loss: 1.3843... Generator Loss: 0.7533
Epoch 8/8... Discriminator Loss: 1.3829... Generator Loss: 0.8776
Epoch 8/8... Discriminator Loss: 1.3952... Generator Loss: 0.6576
Epoch 8/8... Discriminator Loss: 1.3857... Generator Loss: 0.9145
Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.7399
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8366
Epoch 8/8... Discriminator Loss: 1.3748... Generator Loss: 0.7747
Epoch 8/8... Discriminator Loss: 1.3757... Generator Loss: 0.8120
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7875
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8027
Epoch 8/8... Discriminator Loss: 1.3756... Generator Loss: 0.7952
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.7977
Epoch 8/8... Discriminator Loss: 1.3757... Generator Loss: 0.7915
Epoch 8/8... Discriminator Loss: 1.3754... Generator Loss: 0.8138
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7811
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8191
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7688
Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.8311
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7641
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8280
Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7629
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8334
Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.7591
Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.8359
Epoch 8/8... Discriminator Loss: 1.3759... Generator Loss: 0.7660
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8422
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.7408
Epoch 8/8... Discriminator Loss: 1.3827... Generator Loss: 0.8858
Epoch 8/8... Discriminator Loss: 1.3869... Generator Loss: 0.6886
Epoch 8/8... Discriminator Loss: 1.3911... Generator Loss: 0.9353
Epoch 8/8... Discriminator Loss: 1.3850... Generator Loss: 0.7082
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.8530
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7714
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8163
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7887
Epoch 8/8... Discriminator Loss: 1.3758... Generator Loss: 0.8024
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7994
Epoch 8/8... Discriminator Loss: 1.3734... Generator Loss: 0.7868
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8044
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7622
Epoch 8/8... Discriminator Loss: 1.3811... Generator Loss: 0.8590
Epoch 8/8... Discriminator Loss: 1.3832... Generator Loss: 0.7115
Epoch 8/8... Discriminator Loss: 1.3889... Generator Loss: 0.9237
Epoch 8/8... Discriminator Loss: 1.3854... Generator Loss: 0.6972
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8762
Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.7455
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8356
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7773
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8134
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7953
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.8000
Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.7962
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7987
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7976
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.7981
Epoch 8/8... Discriminator Loss: 1.3756... Generator Loss: 0.7902
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7852
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8186
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.7791
Epoch 8/8... Discriminator Loss: 1.3748... Generator Loss: 0.8192
Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.7678
Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.8204
Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.7803
Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.7828
Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.8809
Epoch 8/8... Discriminator Loss: 1.4249... Generator Loss: 0.5800
Epoch 8/8... Discriminator Loss: 1.4020... Generator Loss: 0.9783
Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7291
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8307
Epoch 8/8... Discriminator Loss: 1.3751... Generator Loss: 0.7829
Epoch 8/8... Discriminator Loss: 1.3755... Generator Loss: 0.8068
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7898
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8065
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7880
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8057
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7934
Epoch 8/8... Discriminator Loss: 1.3751... Generator Loss: 0.8049
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7886
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8078
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7878
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.8171
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7775
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8214
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7701
Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.8462
Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.7426
Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.8568
Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.7272
Epoch 8/8... Discriminator Loss: 1.3871... Generator Loss: 0.8966
Epoch 8/8... Discriminator Loss: 1.3880... Generator Loss: 0.6814
Epoch 8/8... Discriminator Loss: 1.3982... Generator Loss: 0.8763
Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.7214
Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.8478
Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.7558
Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.8472
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7501
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8387
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7651
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8365
Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7646
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8459
Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.7300
Epoch 8/8... Discriminator Loss: 1.3898... Generator Loss: 0.9198
Epoch 8/8... Discriminator Loss: 1.3927... Generator Loss: 0.6639
Epoch 8/8... Discriminator Loss: 1.3871... Generator Loss: 0.9190
Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.7297
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8436
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7709
Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.8123
Epoch 8/8... Discriminator Loss: 1.3758... Generator Loss: 0.7869
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8063
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7958
Epoch 8/8... Discriminator Loss: 1.3752... Generator Loss: 0.7993
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7969
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.8034
Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.7909
Epoch 8/8... Discriminator Loss: 1.3757... Generator Loss: 0.8035
Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7902
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8065
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7823
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8153
Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7726
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8290
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7630
Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8431
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7380
Epoch 8/8... Discriminator Loss: 1.3824... Generator Loss: 0.8861
Epoch 8/8... Discriminator Loss: 1.3860... Generator Loss: 0.6948
Epoch 8/8... Discriminator Loss: 1.3875... Generator Loss: 0.9147
Epoch 8/8... Discriminator Loss: 1.3839... Generator Loss: 0.7105
Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.8704
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7510
Epoch 8/8... Discriminator Loss: 1.3739... Generator Loss: 0.8416
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7640
Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8303
Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7568
Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.8662
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.7337
Epoch 8/8... Discriminator Loss: 1.3835... Generator Loss: 0.8732
Epoch 8/8... Discriminator Loss: 1.3818... Generator Loss: 0.7258
Epoch 8/8... Discriminator Loss: 1.3824... Generator Loss: 0.8834
Epoch 8/8... Discriminator Loss: 1.3823... Generator Loss: 0.7190
Epoch 8/8... Discriminator Loss: 1.3838... Generator Loss: 0.8743
Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.7330
Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8517
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7521
Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.8467
Epoch 8/8... Discriminator Loss: 1.3745... Generator Loss: 0.7370
Epoch 8/8... Discriminator Loss: 1.3842... Generator Loss: 0.9029
Epoch 8/8... Discriminator Loss: 1.3986... Generator Loss: 0.6501
Epoch 8/8... Discriminator Loss: 1.3899... Generator Loss: 0.9350
Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.7298
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8425
Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7697
Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.8131
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7651
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8273
Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7900
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.7943
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8019
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7934
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7995
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7993
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.7906
Epoch 8/8... Discriminator Loss: 1.3759... Generator Loss: 0.8135
Epoch 8/8... Discriminator Loss: 1.3746... Generator Loss: 0.7779
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8267
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7521
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8695
Epoch 8/8... Discriminator Loss: 1.3832... Generator Loss: 0.7185
Epoch 8/8... Discriminator Loss: 1.3857... Generator Loss: 0.9017
Epoch 8/8... Discriminator Loss: 1.3858... Generator Loss: 0.7026
Epoch 8/8... Discriminator Loss: 1.3847... Generator Loss: 0.8921
Epoch 8/8... Discriminator Loss: 1.3813... Generator Loss: 0.7256
Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8593
Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.7486
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8336
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.7645
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8288
Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7689
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.8297
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7621
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8388
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7538
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8487
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7470
Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8558
Epoch 8/8... Discriminator Loss: 1.3845... Generator Loss: 0.7235
Epoch 8/8... Discriminator Loss: 1.3873... Generator Loss: 0.8791
Epoch 8/8... Discriminator Loss: 1.3887... Generator Loss: 0.6857
Epoch 8/8... Discriminator Loss: 1.3881... Generator Loss: 0.9225
Epoch 8/8... Discriminator Loss: 1.3826... Generator Loss: 0.7149
Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8583
Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7575
Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8315
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.7711
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8226
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7853
Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.8131
Epoch 8/8... Discriminator Loss: 1.3749... Generator Loss: 0.7863
Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8163
Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7699
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8387
Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7565
Epoch 8/8... Discriminator Loss: 1.3826... Generator Loss: 0.8424
Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.7392
Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.8641
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7364
Epoch 8/8... Discriminator Loss: 1.3822... Generator Loss: 0.8721
Epoch 8/8... Discriminator Loss: 1.3823... Generator Loss: 0.7178
Epoch 8/8... Discriminator Loss: 1.3861... Generator Loss: 0.8970
Epoch 8/8... Discriminator Loss: 1.3855... Generator Loss: 0.6974
Epoch 8/8... Discriminator Loss: 1.3852... Generator Loss: 0.8952
Epoch 8/8... Discriminator Loss: 1.3813... Generator Loss: 0.7300
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8498
Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7489
Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8498
Epoch 8/8... Discriminator Loss: 1.3806... Generator Loss: 0.7494
Epoch 8/8... Discriminator Loss: 1.3843... Generator Loss: 0.8750
Epoch 8/8... Discriminator Loss: 1.3965... Generator Loss: 0.6813
Epoch 8/8... Discriminator Loss: 1.3898... Generator Loss: 0.9400
Epoch 8/8... Discriminator Loss: 1.4026... Generator Loss: 0.6910
Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.8636
Epoch 8/8... Discriminator Loss: 1.3830... Generator Loss: 0.7232
Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.8450
Epoch 8/8... Discriminator Loss: 1.3891... Generator Loss: 0.7113
Epoch 8/8... Discriminator Loss: 1.4080... Generator Loss: 0.9923
Epoch 8/8... Discriminator Loss: 1.3874... Generator Loss: 0.6842
Epoch 8/8... Discriminator Loss: 1.3823... Generator Loss: 0.8617
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7509
Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.8463
Epoch 8/8... Discriminator Loss: 1.3921... Generator Loss: 0.6832

Submitting This Project

When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_face_generation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.